In [ ]:
plt.scatter(*zip(*X), c=y)
Out[ ]:
<matplotlib.collections.PathCollection at 0x265b020bf90>
tanh, sigmoid,softplus and relu effect the loss after 400 epochs. Try other Activation functions as well (https://keras.io/activations/)SGD) and report on the loss score. (https://keras.io/optimizers/)Using your own dataset, experiment and find the best Neural Network configuration. You may use any resource to improve results, just reference it.
While you may use any dataset, I'd prefer you didn't use the diabetes dataset used in the lesson.
https://keras.io/api/layers/activations/
softmax softsign selu elu exponential leaky_relu relu6 silu hard_silu gelu hard_sigmoid linear mish log_softmax
loss_funcs = ['mean_squared_error', 'mean_absolute_error', 'mean_absolute_percentage_error', 'mean_squared_logarithmic_error', 'squared_hinge', 'hinge', 'categorical_hinge', 'logcosh', 'categorical_crossentropy', 'sparse_categorical_crossentropy', 'binary_crossentropy', 'kullback_leibler_divergence', 'poisson', 'cosine_proximity']
#!pip3 install tensorflow keras
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution found for tensorflow
from keras.models import Sequential
from keras.layers import Dense
from keras.optimizers import SGD #Stochastic Gradient Descent
import numpy as np
# fix random seed for reproducibility
np.random.seed(7)
import matplotlib.pyplot as plt
%matplotlib inline
Start by creating XOR dataset for analysis
n = 40
xx = np.random.random((n,1))
yy = np.random.random((n,1))
X = np.array([np.array([xx,-xx,-xx,xx]),np.array([yy,-yy,yy,-yy])]).reshape(2,4*n).T
y = np.array([np.ones([2*n]),np.zeros([2*n])]).reshape(4*n)
plt.scatter(*zip(*X), c=y)
<matplotlib.collections.PathCollection at 0x265b020bf90>
This section is based on the original code provided by the assignment. This is retained here as a validation of the basic process for running a Sequential NN.
model = Sequential()
model.add(Dense(2, input_dim=2, activation='tanh')) #sigmoid, relu
# model.add(Dense(2, activation='tanh'))
model.add(Dense(1, activation='sigmoid'))
# model.add(Dense(1,input_dim=2, activation='sigmoid'))
sgd = SGD(learning_rate=0.1)
model.compile(loss='binary_crossentropy', optimizer='sgd', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400) #160/4 = 40 per epoch
# Use this to print the output predictions
#print(model.predict(X).reshape(4*n))
scores = model.evaluate(X, y)
# scores, model.metrics_names
#print("\n%s: %.2f%%" % (model.metrics_names[1], scores[1]*100))
acc_score = scores[1]*100
print("Accuracy: %.2f%%" % (acc_score))
5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4614 - loss: 0.4869 Accuracy: 59.38%
With the process validated above, we can begin a loop evaluation to check accuracy scores based on varying number of hidden layers.
# Array of number of layers
num_layers = [1,2,3,4,5]
# empty array to receive accuracy scores
scores = []
# Define our optimizer
sgd = SGD(learning_rate=0.1)
# Loop through the number of layers and for each number of layers,
# build a model and evaluate it. Append the accuracy score to the scores array.
for num_layer in num_layers:
# Create a new model
model = Sequential()
# Add the first layer with 2 nodes based on input dimensions
model.add(Dense(2, input_dim=2, activation='tanh'))
# Add layers based on the num_layer variable
for _ in range(num_layer-1):
model.add(Dense(2, activation='tanh'))
# Add the output layer
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer='sgd', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400)
# evaluate scores
model_scores = model.evaluate(X, y)
# Append accuracy to array
scores.append(model_scores[1]*100)
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 836us/step - accuracy: 0.5060 - loss: 0.7359 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5590 - loss: 0.7193 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6348 - loss: 0.6904 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6320 - loss: 0.7029 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6394 - loss: 0.6750 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6008 - loss: 0.6808 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7249 - loss: 0.6380 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6547 - loss: 0.6458 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5893 - loss: 0.6670 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6180 - loss: 0.6689 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5538 - loss: 0.6646 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6641 - loss: 0.6310 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6412 - loss: 0.6541 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6861 - loss: 0.6233 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5992 - loss: 0.6638 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7248 - loss: 0.6156 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6710 - loss: 0.6326 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.6666 - loss: 0.6210 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6591 - loss: 0.6232 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6915 - loss: 0.6063 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6497 - loss: 0.6229 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5872 - loss: 0.6344 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.6431 - loss: 0.6229 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6255 - loss: 0.6233 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7080 - loss: 0.5999 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6910 - loss: 0.6073 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6739 - loss: 0.5980 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6499 - loss: 0.6167 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6925 - loss: 0.6031 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6598 - loss: 0.6202 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7105 - loss: 0.5859 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7081 - loss: 0.5774 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7690 - loss: 0.5654 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7103 - loss: 0.5800 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7460 - loss: 0.5604 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.8024 - loss: 0.5448 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.7805 - loss: 0.5665 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.7750 - loss: 0.5451 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8384 - loss: 0.5368 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.8359 - loss: 0.5402 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.7678 - loss: 0.5418 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.7704 - loss: 0.5377 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8650 - loss: 0.5125 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8049 - loss: 0.5168 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8418 - loss: 0.5107 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8056 - loss: 0.5094 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8027 - loss: 0.5153 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8121 - loss: 0.5210 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8526 - loss: 0.4824 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8770 - loss: 0.4732 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8723 - loss: 0.4679 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8582 - loss: 0.4675 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8488 - loss: 0.4571 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8780 - loss: 0.4536 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8340 - loss: 0.4655 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8795 - loss: 0.4250 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8120 - loss: 0.4862 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8337 - loss: 0.4608 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8184 - loss: 0.4549 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8368 - loss: 0.4420 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8466 - loss: 0.4511 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8131 - loss: 0.4804 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8803 - loss: 0.4169 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8695 - loss: 0.4171 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8366 - loss: 0.4218 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8741 - loss: 0.4163 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.8384 - loss: 0.4164 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8686 - loss: 0.3886 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8790 - loss: 0.4060 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8426 - loss: 0.4202 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8573 - loss: 0.4121 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 764us/step - accuracy: 0.8698 - loss: 0.3880 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8343 - loss: 0.4131 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8685 - loss: 0.3899 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - accuracy: 0.8491 - loss: 0.3889 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8829 - loss: 0.4020 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7822 - loss: 0.4280 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8172 - loss: 0.3997 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8296 - loss: 0.3926 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7972 - loss: 0.4263 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8926 - loss: 0.3327 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.8600 - loss: 0.3818 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8199 - loss: 0.4176 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8375 - loss: 0.3859 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9014 - loss: 0.3206 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8528 - loss: 0.3839 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8064 - loss: 0.3931 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7844 - loss: 0.3911 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8807 - loss: 0.3564 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8431 - loss: 0.3552 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8431 - loss: 0.3771 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8414 - loss: 0.3760 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8244 - loss: 0.3675 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8308 - loss: 0.3576 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8578 - loss: 0.3347 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8491 - loss: 0.3583 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8444 - loss: 0.3313 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.8433 - loss: 0.3678 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.8291 - loss: 0.3706 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8328 - loss: 0.3891 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.8059 - loss: 0.4179 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8102 - loss: 0.3907 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8348 - loss: 0.3680 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8664 - loss: 0.3663 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8630 - loss: 0.3171 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8572 - loss: 0.3309 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8703 - loss: 0.3410 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8831 - loss: 0.3360 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8470 - loss: 0.3692 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8642 - loss: 0.3677 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8109 - loss: 0.3793 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8733 - loss: 0.3290 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8576 - loss: 0.3512 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9178 - loss: 0.2735 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9038 - loss: 0.2891 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8638 - loss: 0.3150 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8529 - loss: 0.3379 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7763 - loss: 0.4735 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8320 - loss: 0.3396 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8386 - loss: 0.3575 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.8534 - loss: 0.3344 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8322 - loss: 0.3759 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8941 - loss: 0.3086 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8608 - loss: 0.3247 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.3136 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8805 - loss: 0.3113 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.8672 - loss: 0.3528 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8305 - loss: 0.3722 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.3105 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8630 - loss: 0.3160 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8777 - loss: 0.3160 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8883 - loss: 0.3150 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8519 - loss: 0.3386 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8804 - loss: 0.3049 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8875 - loss: 0.2804 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8904 - loss: 0.3211 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.8559 - loss: 0.3278 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9226 - loss: 0.2630 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8337 - loss: 0.3654 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8236 - loss: 0.3708 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8894 - loss: 0.3179 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8669 - loss: 0.3447 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.8681 - loss: 0.3238 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8890 - loss: 0.3215 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8479 - loss: 0.3376 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.8985 - loss: 0.2874 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8595 - loss: 0.3529 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9018 - loss: 0.2779 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8602 - loss: 0.3639 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9102 - loss: 0.2633 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8550 - loss: 0.3260 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8496 - loss: 0.3485 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8849 - loss: 0.2985 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9018 - loss: 0.2660 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9037 - loss: 0.2903 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8796 - loss: 0.3191 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8851 - loss: 0.3118 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8646 - loss: 0.3065 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.8626 - loss: 0.3322 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8503 - loss: 0.3385 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8819 - loss: 0.3188 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.8882 - loss: 0.2965 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8925 - loss: 0.2998 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8644 - loss: 0.3347 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8542 - loss: 0.3495 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8872 - loss: 0.3354 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8548 - loss: 0.3815 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 754us/step - accuracy: 0.8691 - loss: 0.3260 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8869 - loss: 0.3050 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8243 - loss: 0.4090 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8816 - loss: 0.2825 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9112 - loss: 0.2703 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8546 - loss: 0.3248 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.8941 - loss: 0.2815 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8877 - loss: 0.2997 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8760 - loss: 0.3278 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8481 - loss: 0.3384 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.8698 - loss: 0.3025 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8890 - loss: 0.2933 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8596 - loss: 0.3402 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8830 - loss: 0.3076 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8550 - loss: 0.3435 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.8863 - loss: 0.2980 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8464 - loss: 0.3690 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8655 - loss: 0.3526 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9036 - loss: 0.2738 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8464 - loss: 0.3714 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.8830 - loss: 0.3265 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8232 - loss: 0.3585 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8836 - loss: 0.3022 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.8439 - loss: 0.3439 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.8207 - loss: 0.3713 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8429 - loss: 0.3624 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8549 - loss: 0.3744 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8803 - loss: 0.2729 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8486 - loss: 0.3542 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8868 - loss: 0.2952 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8645 - loss: 0.3382 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8629 - loss: 0.3317 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8648 - loss: 0.3154 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8948 - loss: 0.2859 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8454 - loss: 0.3294 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8483 - loss: 0.3521 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9166 - loss: 0.2682 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8429 - loss: 0.3497 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8763 - loss: 0.3294 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9013 - loss: 0.2796 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.8671 - loss: 0.3445 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.8362 - loss: 0.3822 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.8942 - loss: 0.2659 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8452 - loss: 0.3447 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8088 - loss: 0.4069 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8945 - loss: 0.2670 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8874 - loss: 0.2932 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8974 - loss: 0.3185 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8630 - loss: 0.3301 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9336 - loss: 0.2379 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8785 - loss: 0.3491 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8895 - loss: 0.3190 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8598 - loss: 0.3254 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8449 - loss: 0.3627 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.8404 - loss: 0.3369 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8508 - loss: 0.3149 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.8588 - loss: 0.3510 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8854 - loss: 0.3304 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8666 - loss: 0.3178 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.8913 - loss: 0.2654 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.8382 - loss: 0.3718 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 769us/step - accuracy: 0.8776 - loss: 0.3256 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9066 - loss: 0.3072 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8282 - loss: 0.4236 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.8915 - loss: 0.3308 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8898 - loss: 0.3140 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8326 - loss: 0.3530 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8853 - loss: 0.2932 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 759us/step - accuracy: 0.8386 - loss: 0.3487 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.8809 - loss: 0.3053 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 754us/step - accuracy: 0.8809 - loss: 0.3548 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8671 - loss: 0.3324 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8868 - loss: 0.2825 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8621 - loss: 0.3460 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8693 - loss: 0.3057 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8382 - loss: 0.3631 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8954 - loss: 0.2952 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9279 - loss: 0.2272 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8590 - loss: 0.3657 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8023 - loss: 0.4276 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8420 - loss: 0.3392 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8650 - loss: 0.3546 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8411 - loss: 0.3494 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8546 - loss: 0.3048 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8256 - loss: 0.4246 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8622 - loss: 0.3728 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9023 - loss: 0.2697 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8482 - loss: 0.3783 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8970 - loss: 0.2981 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8419 - loss: 0.3546 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8539 - loss: 0.3641 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7970 - loss: 0.4707 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8589 - loss: 0.3416 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8771 - loss: 0.3474 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8640 - loss: 0.3241 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8687 - loss: 0.3032 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8958 - loss: 0.2884 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8873 - loss: 0.2905 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8458 - loss: 0.3884 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8859 - loss: 0.3082 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.8985 - loss: 0.2778 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.7981 - loss: 0.4384 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - accuracy: 0.8495 - loss: 0.3705 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 746us/step - accuracy: 0.8956 - loss: 0.2859 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - accuracy: 0.8545 - loss: 0.3681 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.3065 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8814 - loss: 0.2905 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8970 - loss: 0.2840 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8514 - loss: 0.3507 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.3575 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8819 - loss: 0.3255 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8658 - loss: 0.3627 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8768 - loss: 0.3150 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8083 - loss: 0.4577 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8806 - loss: 0.2960 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.7898 - loss: 0.4191 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8572 - loss: 0.3195 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 755us/step - accuracy: 0.8834 - loss: 0.2824 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8410 - loss: 0.3438 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8515 - loss: 0.3696 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8587 - loss: 0.3276 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8788 - loss: 0.3124 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9129 - loss: 0.2719 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8704 - loss: 0.3038 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.8497 - loss: 0.3904 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9115 - loss: 0.2846 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8416 - loss: 0.3573 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8608 - loss: 0.3383 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9013 - loss: 0.2685 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9036 - loss: 0.2703 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9007 - loss: 0.2772 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.8664 - loss: 0.3342 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8382 - loss: 0.4117 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9035 - loss: 0.2812 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8773 - loss: 0.3508 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8895 - loss: 0.2829 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8215 - loss: 0.3817 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9094 - loss: 0.2781 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.8559 - loss: 0.3486 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.3029 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8806 - loss: 0.3293 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8624 - loss: 0.3486 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8616 - loss: 0.3213 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8998 - loss: 0.2908 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8623 - loss: 0.3052 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8990 - loss: 0.2746 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8478 - loss: 0.3173 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8893 - loss: 0.3113 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8420 - loss: 0.3373 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.8478 - loss: 0.3733 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9318 - loss: 0.2208 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 729us/step - accuracy: 0.8634 - loss: 0.3480 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8933 - loss: 0.3126 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8967 - loss: 0.2760 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9044 - loss: 0.2688 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9057 - loss: 0.3256 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8694 - loss: 0.3348 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 752us/step - accuracy: 0.8846 - loss: 0.2819 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9029 - loss: 0.2758 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8620 - loss: 0.3402 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9092 - loss: 0.2642 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8580 - loss: 0.3614 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8876 - loss: 0.3134 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.8434 - loss: 0.3632 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 767us/step - accuracy: 0.8761 - loss: 0.2924 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.8939 - loss: 0.2781 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.8571 - loss: 0.3743 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9032 - loss: 0.2922 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.8820 - loss: 0.2911 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.8418 - loss: 0.3963 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8743 - loss: 0.3229 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8779 - loss: 0.3530 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8816 - loss: 0.3204 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8431 - loss: 0.3396 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8869 - loss: 0.3213 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9059 - loss: 0.2737 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8751 - loss: 0.3368 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8731 - loss: 0.2839 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8812 - loss: 0.2918 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9003 - loss: 0.2837 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9055 - loss: 0.2603 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8655 - loss: 0.3380 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8995 - loss: 0.2834 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9128 - loss: 0.2539 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9088 - loss: 0.2699 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8947 - loss: 0.3027 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8873 - loss: 0.2880 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8845 - loss: 0.3158 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8986 - loss: 0.2892 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8482 - loss: 0.3413 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8617 - loss: 0.2764 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 748us/step - accuracy: 0.8538 - loss: 0.3391 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.8406 - loss: 0.3802 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.8831 - loss: 0.3096 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.8603 - loss: 0.3301 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8368 - loss: 0.3387 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.8904 - loss: 0.3001 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8767 - loss: 0.3257 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8812 - loss: 0.3317 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9185 - loss: 0.2256 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - accuracy: 0.8843 - loss: 0.2985 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9014 - loss: 0.3008 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8908 - loss: 0.2775 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8604 - loss: 0.3351 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8594 - loss: 0.3571 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8157 - loss: 0.3842 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9093 - loss: 0.2376 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8489 - loss: 0.3949 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8960 - loss: 0.2706 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8782 - loss: 0.3152 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8901 - loss: 0.2576 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9079 - loss: 0.2804 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9026 - loss: 0.2725 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8567 - loss: 0.3494 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8790 - loss: 0.3287 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8666 - loss: 0.3305 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8487 - loss: 0.3578 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8656 - loss: 0.3487 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8514 - loss: 0.3495 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8814 - loss: 0.3211 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8723 - loss: 0.3227 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8994 - loss: 0.2609 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.8055 - loss: 0.4626 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.8652 - loss: 0.3234 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8988 - loss: 0.2602 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8853 - loss: 0.3102 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8784 - loss: 0.3182 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8871 - loss: 0.3116 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8373 - loss: 0.3345 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8896 - loss: 0.2942 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.8910 - loss: 0.2834 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8929 - loss: 0.3168 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8263 - loss: 0.4201 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8672 - loss: 0.3331 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.4854 - loss: 0.6991 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5010 - loss: 0.7025 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5772 - loss: 0.6967 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5852 - loss: 0.6900 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6740 - loss: 0.6795 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6142 - loss: 0.6915 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6945 - loss: 0.6805 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5968 - loss: 0.6905 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6168 - loss: 0.6938 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.5584 - loss: 0.6982 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.6530 - loss: 0.6847 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6370 - loss: 0.6854 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6368 - loss: 0.6834 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6276 - loss: 0.6872 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.5729 - loss: 0.6949 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5708 - loss: 0.6923 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6323 - loss: 0.6829 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6174 - loss: 0.6897 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6222 - loss: 0.6793 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6274 - loss: 0.6835 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6785 - loss: 0.6739 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6963 - loss: 0.6678 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6670 - loss: 0.6707 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6536 - loss: 0.6704 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6447 - loss: 0.6779 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6784 - loss: 0.6642 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6680 - loss: 0.6655 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.6912 - loss: 0.6621 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7319 - loss: 0.6550 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6946 - loss: 0.6471 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6540 - loss: 0.6560 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7475 - loss: 0.6355 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.6212 - loss: 0.6690 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.7211 - loss: 0.6335 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.7331 - loss: 0.6376 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6693 - loss: 0.6483 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6381 - loss: 0.6567 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.6712 - loss: 0.6488 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6720 - loss: 0.6337 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7053 - loss: 0.6247 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7003 - loss: 0.6220 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.7094 - loss: 0.6242 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6664 - loss: 0.6284 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7482 - loss: 0.5957 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7026 - loss: 0.6151 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.6408 - loss: 0.6364 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 738us/step - accuracy: 0.6472 - loss: 0.6139 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.6517 - loss: 0.6348 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.6882 - loss: 0.6092 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6822 - loss: 0.6073 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.7519 - loss: 0.5816 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7303 - loss: 0.5817 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6676 - loss: 0.6124 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7245 - loss: 0.5704 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6790 - loss: 0.6055 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.7188 - loss: 0.5640 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7070 - loss: 0.5786 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6593 - loss: 0.5956 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.6697 - loss: 0.5867 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6908 - loss: 0.5878 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7013 - loss: 0.5567 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6727 - loss: 0.5838 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6493 - loss: 0.5845 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.7014 - loss: 0.5510 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6741 - loss: 0.5508 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7384 - loss: 0.5240 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.6283 - loss: 0.5724 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6494 - loss: 0.5631 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.6629 - loss: 0.5570 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.7232 - loss: 0.5234 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.6873 - loss: 0.5369 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 760us/step - accuracy: 0.6886 - loss: 0.5298 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7108 - loss: 0.5430 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.7818 - loss: 0.5264 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8378 - loss: 0.5046 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8548 - loss: 0.4773 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.8380 - loss: 0.5026 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8835 - loss: 0.4671 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8430 - loss: 0.4640 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8694 - loss: 0.4737 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8840 - loss: 0.4609 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8675 - loss: 0.4545 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.8363 - loss: 0.4506 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 747us/step - accuracy: 0.8455 - loss: 0.4656 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.8910 - loss: 0.4317 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 791us/step - accuracy: 0.8661 - loss: 0.4485 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8973 - loss: 0.4160 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 761us/step - accuracy: 0.9111 - loss: 0.4188 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8627 - loss: 0.4303 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8189 - loss: 0.4758 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9024 - loss: 0.3962 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8699 - loss: 0.4343 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9043 - loss: 0.3841 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.8973 - loss: 0.4121 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8829 - loss: 0.4006 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8676 - loss: 0.4255 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.8867 - loss: 0.3815 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8724 - loss: 0.4063 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9241 - loss: 0.3782 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8637 - loss: 0.3895 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9058 - loss: 0.3601 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - accuracy: 0.9071 - loss: 0.3643 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9174 - loss: 0.3321 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8963 - loss: 0.3807 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8832 - loss: 0.3470 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8528 - loss: 0.3995 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8776 - loss: 0.3651 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9247 - loss: 0.3372 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8963 - loss: 0.3268 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3520 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9040 - loss: 0.3478 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 755us/step - accuracy: 0.8267 - loss: 0.3960 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8917 - loss: 0.3048 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9080 - loss: 0.3130 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8064 - loss: 0.3975 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8925 - loss: 0.3480 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8922 - loss: 0.3203 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.8921 - loss: 0.3414 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9142 - loss: 0.3065 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8447 - loss: 0.3528 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8754 - loss: 0.3307 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.8406 - loss: 0.3440 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8637 - loss: 0.3300 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9213 - loss: 0.2610 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8815 - loss: 0.2955 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.9100 - loss: 0.2609 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 760us/step - accuracy: 0.9157 - loss: 0.2704 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9389 - loss: 0.2493 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9290 - loss: 0.2402 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8957 - loss: 0.2906 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9185 - loss: 0.2577 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9074 - loss: 0.2530 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8801 - loss: 0.2744 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9412 - loss: 0.2020 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9202 - loss: 0.2271 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.8963 - loss: 0.2535 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9401 - loss: 0.1993 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9119 - loss: 0.2288 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9339 - loss: 0.2036 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9386 - loss: 0.2092 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9151 - loss: 0.2160 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9124 - loss: 0.2536 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8944 - loss: 0.2276 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9353 - loss: 0.2072 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9237 - loss: 0.2041 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9176 - loss: 0.2293 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9264 - loss: 0.1951 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9490 - loss: 0.1977 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9497 - loss: 0.1974 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.1704 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9249 - loss: 0.2204 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9447 - loss: 0.1733 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9668 - loss: 0.1537 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9287 - loss: 0.1911 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9421 - loss: 0.2034 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9587 - loss: 0.1773 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9643 - loss: 0.1787 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9643 - loss: 0.1623 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.9271 - loss: 0.1993 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9606 - loss: 0.1522 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9436 - loss: 0.1756 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.9452 - loss: 0.1716 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.9515 - loss: 0.1506 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9542 - loss: 0.1361 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9842 - loss: 0.1224 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9505 - loss: 0.1519 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9842 - loss: 0.1191 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9625 - loss: 0.1547 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9727 - loss: 0.1345 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9633 - loss: 0.1402 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.9744 - loss: 0.1215 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9516 - loss: 0.1465 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.1152 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9593 - loss: 0.1343 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9691 - loss: 0.1212 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 750us/step - accuracy: 0.9902 - loss: 0.1310 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9620 - loss: 0.1369 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9569 - loss: 0.1334 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9561 - loss: 0.1351 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9517 - loss: 0.1428 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.9665 - loss: 0.1330 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9736 - loss: 0.0961 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9845 - loss: 0.1064 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.1166 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9797 - loss: 0.1027 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9864 - loss: 0.0990 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9797 - loss: 0.1244 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.9844 - loss: 0.0956 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.9967 - loss: 0.0963 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - accuracy: 0.9789 - loss: 0.1025 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9867 - loss: 0.1117 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.9865 - loss: 0.0881 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9931 - loss: 0.0989 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9732 - loss: 0.1275 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9982 - loss: 0.0761 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.1023 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9879 - loss: 0.0929 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.9843 - loss: 0.0942 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0842 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.9931 - loss: 0.0851 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9851 - loss: 0.0820 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9930 - loss: 0.0869 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.9977 - loss: 0.0790 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9910 - loss: 0.0829 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9928 - loss: 0.0982 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9835 - loss: 0.1258 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9849 - loss: 0.0918 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9732 - loss: 0.0990 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9914 - loss: 0.0760 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9811 - loss: 0.0896 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9880 - loss: 0.0903 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9736 - loss: 0.0839 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9939 - loss: 0.0929 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9930 - loss: 0.0860 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9987 - loss: 0.0740 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9982 - loss: 0.0716 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9938 - loss: 0.0739 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0806 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9989 - loss: 0.0800 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9650 - loss: 0.0964 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9876 - loss: 0.0837 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9957 - loss: 0.0687 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9855 - loss: 0.0820 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9665 - loss: 0.0853 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9949 - loss: 0.0781 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0709 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9902 - loss: 0.0622 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9748 - loss: 0.0831 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9777 - loss: 0.0956 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9890 - loss: 0.0733 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9923 - loss: 0.0693 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.9981 - loss: 0.0616 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.9875 - loss: 0.0601 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0680 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9869 - loss: 0.0744 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0503 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9930 - loss: 0.0709 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 791us/step - accuracy: 0.9929 - loss: 0.0618 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9880 - loss: 0.0718 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0762 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9886 - loss: 0.0716 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0616 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9839 - loss: 0.0753 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 737us/step - accuracy: 0.9929 - loss: 0.0640 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9992 - loss: 0.0754 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0660 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.9853 - loss: 0.0593 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9726 - loss: 0.0703 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.9910 - loss: 0.0609 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9936 - loss: 0.0717 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9921 - loss: 0.0497 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9975 - loss: 0.0561 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9869 - loss: 0.0660 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9859 - loss: 0.0583 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9667 - loss: 0.0727 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9954 - loss: 0.0684 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0655 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9955 - loss: 0.0531 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9948 - loss: 0.0670 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9807 - loss: 0.0603 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9923 - loss: 0.0548 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0673 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - accuracy: 0.9859 - loss: 0.0590 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9937 - loss: 0.0483 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0605 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9779 - loss: 0.0635 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.9774 - loss: 0.0552 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9960 - loss: 0.0665 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9859 - loss: 0.0603 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9879 - loss: 0.0663 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9975 - loss: 0.0497 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9746 - loss: 0.0582 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9769 - loss: 0.0718 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9740 - loss: 0.0585 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9840 - loss: 0.0544 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9689 - loss: 0.0677 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9933 - loss: 0.0551 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9602 - loss: 0.0644 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9899 - loss: 0.0436 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9978 - loss: 0.0600 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9842 - loss: 0.0639 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9868 - loss: 0.0518 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9834 - loss: 0.0453 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9755 - loss: 0.0568 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9789 - loss: 0.0738 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0519 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9904 - loss: 0.0640 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9920 - loss: 0.0549 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9789 - loss: 0.0547 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9648 - loss: 0.0710 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9922 - loss: 0.0493 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9831 - loss: 0.0468 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9960 - loss: 0.0590 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9865 - loss: 0.0714 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9833 - loss: 0.0501 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9835 - loss: 0.0532 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9948 - loss: 0.0486 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0493 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9995 - loss: 0.0531 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9879 - loss: 0.0705 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9906 - loss: 0.0516 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9936 - loss: 0.0508 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.9858 - loss: 0.0441 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9835 - loss: 0.0521 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9950 - loss: 0.0598 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9918 - loss: 0.0457 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9936 - loss: 0.0494 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9923 - loss: 0.0445 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9936 - loss: 0.0678 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9987 - loss: 0.0413 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9865 - loss: 0.0643 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0460 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0508 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9872 - loss: 0.0419 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9987 - loss: 0.0366 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9938 - loss: 0.0439 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9709 - loss: 0.0538 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0362 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9979 - loss: 0.0385 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9989 - loss: 0.0383 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0601 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9746 - loss: 0.0515 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9944 - loss: 0.0419 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9927 - loss: 0.0464 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.9940 - loss: 0.0368 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0456 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9794 - loss: 0.0461 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9834 - loss: 0.0438 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0463 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9918 - loss: 0.0425 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9770 - loss: 0.0503 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9966 - loss: 0.0434 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9529 - loss: 0.0564 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9985 - loss: 0.0517 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9745 - loss: 0.0450 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9672 - loss: 0.0533 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9964 - loss: 0.0334 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 772us/step - accuracy: 0.9903 - loss: 0.0368 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9816 - loss: 0.0633 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0484 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9539 - loss: 0.0613 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9706 - loss: 0.0688 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9812 - loss: 0.0539 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.9731 - loss: 0.0492 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9749 - loss: 0.0440 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9819 - loss: 0.0634 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 720us/step - accuracy: 0.9803 - loss: 0.0487 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.9979 - loss: 0.0346 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9891 - loss: 0.0430 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9785 - loss: 0.0518 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9817 - loss: 0.0409 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9758 - loss: 0.0548 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9638 - loss: 0.0512 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.0419 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9673 - loss: 0.0525 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9647 - loss: 0.0550 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9446 - loss: 0.0708 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.9534 - loss: 0.0585 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.9891 - loss: 0.0445 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9883 - loss: 0.0303 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9660 - loss: 0.0573 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0519 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9882 - loss: 0.0494 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9905 - loss: 0.0356 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0404 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 726us/step - accuracy: 0.9951 - loss: 0.0369 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9872 - loss: 0.0524 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0462 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9953 - loss: 0.0454 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9868 - loss: 0.0383 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.9749 - loss: 0.0502 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9636 - loss: 0.0584 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0425 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.9560 - loss: 0.0758 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9881 - loss: 0.0547 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9831 - loss: 0.0360 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9764 - loss: 0.0421 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9900 - loss: 0.0449 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9718 - loss: 0.0448 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9423 - loss: 0.0705 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9693 - loss: 0.0518 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9986 - loss: 0.0335 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9955 - loss: 0.0290 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9728 - loss: 0.0473 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9985 - loss: 0.0281 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9497 - loss: 0.0607 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9851 - loss: 0.0336 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9823 - loss: 0.0476 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9951 - loss: 0.0289 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9872 - loss: 0.0390 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9877 - loss: 0.0384 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9737 - loss: 0.0468 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9954 - loss: 0.0400 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9839 - loss: 0.0449 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9713 - loss: 0.0579 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9823 - loss: 0.0516 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9893 - loss: 0.0492 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9887 - loss: 0.0397 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9749 - loss: 0.0522 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 740us/step - accuracy: 0.9972 - loss: 0.0251 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.0446 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 3ms/step - accuracy: 0.4529 - loss: 0.6958 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5061 - loss: 0.6964 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4863 - loss: 0.6959 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4678 - loss: 0.6999 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4876 - loss: 0.6914 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4219 - loss: 0.6998 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4263 - loss: 0.7014 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4682 - loss: 0.7004 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4824 - loss: 0.6956 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4671 - loss: 0.6981 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5187 - loss: 0.6941 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4126 - loss: 0.6995 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4690 - loss: 0.6933 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4157 - loss: 0.6990 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4978 - loss: 0.6927 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.6113 - loss: 0.6901 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4590 - loss: 0.6984 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5482 - loss: 0.6933 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5579 - loss: 0.6940 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.4568 - loss: 0.6958 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5825 - loss: 0.6923 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5971 - loss: 0.6910 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5188 - loss: 0.6960 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4773 - loss: 0.6929 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3933 - loss: 0.6962 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5828 - loss: 0.6929 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.6223 - loss: 0.6898 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5631 - loss: 0.6939 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3963 - loss: 0.6955 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4764 - loss: 0.6922 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5640 - loss: 0.6908 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6257 - loss: 0.6924 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5229 - loss: 0.6950 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.4961 - loss: 0.6947 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5962 - loss: 0.6922 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4513 - loss: 0.6939 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6408 - loss: 0.6948 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4473 - loss: 0.6950 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5298 - loss: 0.6953 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6658 - loss: 0.6913 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4373 - loss: 0.6935 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6048 - loss: 0.6913 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5292 - loss: 0.6940 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6512 - loss: 0.6924 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5982 - loss: 0.6940 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6308 - loss: 0.6911 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.4417 - loss: 0.6950 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5273 - loss: 0.6875 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5429 - loss: 0.6942 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6357 - loss: 0.6936 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3950 - loss: 0.6984 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6921 - loss: 0.6890 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6239 - loss: 0.6899 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 742us/step - accuracy: 0.5722 - loss: 0.6941 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5508 - loss: 0.6922 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4348 - loss: 0.6876 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6214 - loss: 0.6928 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.4889 - loss: 0.6983 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6080 - loss: 0.6911 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6057 - loss: 0.6946 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6810 - loss: 0.6885 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6208 - loss: 0.6918 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6316 - loss: 0.6913 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.6664 - loss: 0.6878 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5800 - loss: 0.6890 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5850 - loss: 0.6875 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.6108 - loss: 0.6886 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6118 - loss: 0.6869 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6670 - loss: 0.6831 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7297 - loss: 0.6821 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6175 - loss: 0.6815 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6994 - loss: 0.6730 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.6459 - loss: 0.6761 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6725 - loss: 0.6817 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7144 - loss: 0.6710 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6336 - loss: 0.6822 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 762us/step - accuracy: 0.6805 - loss: 0.6696 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7028 - loss: 0.6631 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5887 - loss: 0.6781 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6818 - loss: 0.6638 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7586 - loss: 0.6349 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7087 - loss: 0.6486 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.6965 - loss: 0.6411 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7193 - loss: 0.6420 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.6720 - loss: 0.6459 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.6427 - loss: 0.6497 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.7122 - loss: 0.6392 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6643 - loss: 0.6325 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7239 - loss: 0.6212 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.6433 - loss: 0.6273 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6665 - loss: 0.6242 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.6960 - loss: 0.6044 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7133 - loss: 0.5961 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.6603 - loss: 0.6141 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6841 - loss: 0.6060 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5869 - loss: 0.6429 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5831 - loss: 0.6478 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.7213 - loss: 0.5773 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.6842 - loss: 0.5968 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7043 - loss: 0.5793 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7476 - loss: 0.5453 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.6797 - loss: 0.5775 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.7232 - loss: 0.5649 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6941 - loss: 0.5985 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7309 - loss: 0.5568 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.6565 - loss: 0.5698 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.6549 - loss: 0.5803 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6893 - loss: 0.5555 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7507 - loss: 0.5201 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.6863 - loss: 0.5564 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7083 - loss: 0.5496 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.7167 - loss: 0.5363 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.6187 - loss: 0.5656 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6514 - loss: 0.5698 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 769us/step - accuracy: 0.6960 - loss: 0.5135 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 756us/step - accuracy: 0.7069 - loss: 0.5160 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7739 - loss: 0.5137 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8055 - loss: 0.4609 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8477 - loss: 0.4501 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7929 - loss: 0.4857 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7930 - loss: 0.4905 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7900 - loss: 0.4963 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.8317 - loss: 0.4592 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8858 - loss: 0.4696 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8875 - loss: 0.4160 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8435 - loss: 0.4693 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.8718 - loss: 0.4265 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.8539 - loss: 0.4193 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.8466 - loss: 0.4216 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8531 - loss: 0.4469 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8739 - loss: 0.4066 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8585 - loss: 0.4164 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.8630 - loss: 0.3874 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8464 - loss: 0.4027 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8550 - loss: 0.3938 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8725 - loss: 0.3965 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8828 - loss: 0.3888 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8680 - loss: 0.3782 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8497 - loss: 0.4113 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8581 - loss: 0.4069 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8846 - loss: 0.3619 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.8878 - loss: 0.3420 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8895 - loss: 0.3612 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8707 - loss: 0.3669 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.8354 - loss: 0.4067 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.8690 - loss: 0.3878 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8703 - loss: 0.3735 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8662 - loss: 0.3435 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8509 - loss: 0.3827 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8334 - loss: 0.4031 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8538 - loss: 0.3822 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8725 - loss: 0.3626 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8899 - loss: 0.3234 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9046 - loss: 0.3255 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.8643 - loss: 0.3570 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8770 - loss: 0.3599 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8741 - loss: 0.3472 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8103 - loss: 0.4070 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.8626 - loss: 0.3483 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9049 - loss: 0.2775 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9017 - loss: 0.3205 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8938 - loss: 0.2984 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8701 - loss: 0.3157 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8738 - loss: 0.3231 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8679 - loss: 0.3109 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.9049 - loss: 0.2721 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9217 - loss: 0.2374 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9069 - loss: 0.2864 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8737 - loss: 0.2997 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9184 - loss: 0.2595 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8785 - loss: 0.3094 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9287 - loss: 0.2413 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9290 - loss: 0.2379 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8880 - loss: 0.2710 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9065 - loss: 0.2720 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8943 - loss: 0.2555 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9090 - loss: 0.2327 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9045 - loss: 0.2369 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8992 - loss: 0.2236 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9142 - loss: 0.2170 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8826 - loss: 0.2549 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9104 - loss: 0.2272 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9344 - loss: 0.2084 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9198 - loss: 0.2173 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9008 - loss: 0.2229 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9721 - loss: 0.1433 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9371 - loss: 0.1827 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9377 - loss: 0.1689 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9246 - loss: 0.1887 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9308 - loss: 0.1780 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9667 - loss: 0.1363 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9433 - loss: 0.1730 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8901 - loss: 0.2261 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9578 - loss: 0.1725 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9655 - loss: 0.1400 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9329 - loss: 0.1687 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9525 - loss: 0.1352 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9812 - loss: 0.0998 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9281 - loss: 0.1747 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9700 - loss: 0.1245 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9682 - loss: 0.1350 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9701 - loss: 0.1140 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9842 - loss: 0.0982 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9785 - loss: 0.1098 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9406 - loss: 0.1287 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9794 - loss: 0.0926 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9760 - loss: 0.0915 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9740 - loss: 0.1081 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9833 - loss: 0.1023 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.9593 - loss: 0.1093 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9766 - loss: 0.1008 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.9741 - loss: 0.0810 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9783 - loss: 0.0826 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.9905 - loss: 0.0843 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9676 - loss: 0.0967 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9728 - loss: 0.0786 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.9904 - loss: 0.0631 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9709 - loss: 0.0786 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9763 - loss: 0.0850 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9679 - loss: 0.1041 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9742 - loss: 0.0805 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9670 - loss: 0.0983 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9601 - loss: 0.0826 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9841 - loss: 0.0566 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9944 - loss: 0.0580 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9750 - loss: 0.0703 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9804 - loss: 0.0584 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9946 - loss: 0.0586 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9869 - loss: 0.0593 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0556 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0523 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9945 - loss: 0.0510 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9942 - loss: 0.0559 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9975 - loss: 0.0484 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9764 - loss: 0.0591 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9747 - loss: 0.0678 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9868 - loss: 0.0677 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9952 - loss: 0.0602 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9753 - loss: 0.0761 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9674 - loss: 0.0592 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0583 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9915 - loss: 0.0465 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9950 - loss: 0.0533 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.9420 - loss: 0.0880 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.9911 - loss: 0.0473 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9944 - loss: 0.0427 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0451 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9766 - loss: 0.0540 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9633 - loss: 0.0703 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9614 - loss: 0.0631 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9773 - loss: 0.0581 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9914 - loss: 0.0564 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9798 - loss: 0.0634 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9938 - loss: 0.0404 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9913 - loss: 0.0412 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9839 - loss: 0.0437 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9916 - loss: 0.0401 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9957 - loss: 0.0414 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9862 - loss: 0.0589 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9925 - loss: 0.0374 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0713 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9823 - loss: 0.0650 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9955 - loss: 0.0390 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0355 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9886 - loss: 0.0502 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9852 - loss: 0.0606 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0366 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9891 - loss: 0.0382 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9952 - loss: 0.0464 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9914 - loss: 0.0400 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.9857 - loss: 0.0426 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9679 - loss: 0.0490 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9944 - loss: 0.0413 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9967 - loss: 0.0487 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9898 - loss: 0.0433 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9887 - loss: 0.0314 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9646 - loss: 0.0819 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9953 - loss: 0.0340 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9886 - loss: 0.0391 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9958 - loss: 0.0280 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9876 - loss: 0.0434 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0597 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0517 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9790 - loss: 0.0434 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9659 - loss: 0.0642 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9830 - loss: 0.0530 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9923 - loss: 0.0352 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9908 - loss: 0.0489 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9976 - loss: 0.0220 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9896 - loss: 0.0334 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.9811 - loss: 0.0446 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9881 - loss: 0.0437 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9825 - loss: 0.0440 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9933 - loss: 0.0292 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9930 - loss: 0.0454 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9717 - loss: 0.0494 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9932 - loss: 0.0313 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0390 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9882 - loss: 0.0318 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9780 - loss: 0.0456 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9865 - loss: 0.0356 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9819 - loss: 0.0614 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9957 - loss: 0.0314 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9944 - loss: 0.0350 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9528 - loss: 0.0665 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0540 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9986 - loss: 0.0168 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.9921 - loss: 0.0311 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9926 - loss: 0.0296 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9764 - loss: 0.0548 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9924 - loss: 0.0404 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.9871 - loss: 0.0308 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9906 - loss: 0.0432 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0314 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0397 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9713 - loss: 0.0489 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9872 - loss: 0.0289 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9959 - loss: 0.0337 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9769 - loss: 0.0453 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0371 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9820 - loss: 0.0385 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9738 - loss: 0.0492 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9904 - loss: 0.0394 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9922 - loss: 0.0407 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9651 - loss: 0.0665 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9953 - loss: 0.0278 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9877 - loss: 0.0294 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9939 - loss: 0.0208 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9850 - loss: 0.0359 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.9931 - loss: 0.0321 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0378 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.9928 - loss: 0.0316 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9948 - loss: 0.0261 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9973 - loss: 0.0229 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9830 - loss: 0.0367 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9801 - loss: 0.0483 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9799 - loss: 0.0406 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9797 - loss: 0.0354 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9823 - loss: 0.0476 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9749 - loss: 0.0404 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9760 - loss: 0.0475 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9859 - loss: 0.0441 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9866 - loss: 0.0308 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9759 - loss: 0.0499 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9856 - loss: 0.0333 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9939 - loss: 0.0259 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9946 - loss: 0.0243 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9960 - loss: 0.0245 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9884 - loss: 0.0323 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9960 - loss: 0.0367 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9914 - loss: 0.0236 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0166 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9643 - loss: 0.0592 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9850 - loss: 0.0318 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9517 - loss: 0.0886 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9969 - loss: 0.0204 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9932 - loss: 0.0221 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9955 - loss: 0.0211 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9803 - loss: 0.0367 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9844 - loss: 0.0282 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0420 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9552 - loss: 0.0786 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9963 - loss: 0.0191 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9966 - loss: 0.0264 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9952 - loss: 0.0224 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0240 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0557 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9926 - loss: 0.0222 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.0472 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9678 - loss: 0.0719 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0173 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9968 - loss: 0.0213 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9986 - loss: 0.0184 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9853 - loss: 0.0321 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9895 - loss: 0.0386 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9976 - loss: 0.0178 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9952 - loss: 0.0231 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0187 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9629 - loss: 0.0673 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9890 - loss: 0.0383 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9813 - loss: 0.0408 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9930 - loss: 0.0269 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9875 - loss: 0.0299 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9904 - loss: 0.0226 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9772 - loss: 0.0429 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9926 - loss: 0.0249 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9952 - loss: 0.0236 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9642 - loss: 0.0647 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9924 - loss: 0.0324 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9809 - loss: 0.0398 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9900 - loss: 0.0299 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9654 - loss: 0.0689 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9776 - loss: 0.0406 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.9977 - loss: 0.0185 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.9332 - loss: 0.1106 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9784 - loss: 0.0396 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9851 - loss: 0.0332 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9731 - loss: 0.0565 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9897 - loss: 0.0224 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9936 - loss: 0.0225 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.0406 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5286 - loss: 0.6958 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.6379 - loss: 0.6815 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.5939 - loss: 0.6910 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5913 - loss: 0.6895 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.6671 - loss: 0.6787 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.6504 - loss: 0.6771 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6516 - loss: 0.6671 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5706 - loss: 0.6808 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6268 - loss: 0.6739 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.7252 - loss: 0.6390 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7311 - loss: 0.6336 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.6288 - loss: 0.6529 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.6687 - loss: 0.6422 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.6572 - loss: 0.6375 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.6787 - loss: 0.6154 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6972 - loss: 0.6121 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7454 - loss: 0.5798 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6906 - loss: 0.6111 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6922 - loss: 0.5950 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7480 - loss: 0.5718 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6514 - loss: 0.6078 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.7132 - loss: 0.5666 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6688 - loss: 0.5958 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6974 - loss: 0.5679 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7351 - loss: 0.5602 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6848 - loss: 0.5731 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.6647 - loss: 0.5759 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6466 - loss: 0.5838 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6860 - loss: 0.5441 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6212 - loss: 0.5707 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6958 - loss: 0.5256 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7094 - loss: 0.5166 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7135 - loss: 0.5191 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6930 - loss: 0.5678 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.7794 - loss: 0.5128 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8124 - loss: 0.5076 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8614 - loss: 0.4791 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8715 - loss: 0.4917 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8399 - loss: 0.4860 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8771 - loss: 0.4492 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8607 - loss: 0.4594 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.9064 - loss: 0.4432 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8831 - loss: 0.4195 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8805 - loss: 0.4341 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8519 - loss: 0.4431 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8930 - loss: 0.4284 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8427 - loss: 0.4360 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8521 - loss: 0.3975 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8457 - loss: 0.3932 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8464 - loss: 0.4268 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.8401 - loss: 0.4230 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9233 - loss: 0.3560 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8661 - loss: 0.4166 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9122 - loss: 0.3434 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.8954 - loss: 0.3720 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8589 - loss: 0.4008 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8528 - loss: 0.3841 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8824 - loss: 0.3749 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8811 - loss: 0.3515 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9039 - loss: 0.3573 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8775 - loss: 0.3549 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8942 - loss: 0.3363 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8629 - loss: 0.3744 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.8467 - loss: 0.4115 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8531 - loss: 0.3755 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8101 - loss: 0.3961 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9122 - loss: 0.3306 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8743 - loss: 0.3425 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8236 - loss: 0.4127 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8971 - loss: 0.3387 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8589 - loss: 0.3877 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8317 - loss: 0.3984 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8450 - loss: 0.4100 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8696 - loss: 0.3632 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9034 - loss: 0.3339 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8961 - loss: 0.3171 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8471 - loss: 0.3942 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9057 - loss: 0.3088 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8689 - loss: 0.3627 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8670 - loss: 0.3386 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8986 - loss: 0.3424 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8825 - loss: 0.3556 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8994 - loss: 0.3011 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 754us/step - accuracy: 0.8674 - loss: 0.3519 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8782 - loss: 0.3218 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8445 - loss: 0.3953 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8901 - loss: 0.3288 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8747 - loss: 0.3812 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8668 - loss: 0.3675 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.7675 - loss: 0.4892 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8199 - loss: 0.4060 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.8308 - loss: 0.3846 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.8627 - loss: 0.3917 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9029 - loss: 0.3069 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8351 - loss: 0.4248 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8742 - loss: 0.3761 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8942 - loss: 0.3201 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8126 - loss: 0.4065 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8501 - loss: 0.3753 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8720 - loss: 0.3152 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8349 - loss: 0.4412 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8773 - loss: 0.3057 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8423 - loss: 0.3575 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8124 - loss: 0.3947 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8461 - loss: 0.3867 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8605 - loss: 0.3494 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8859 - loss: 0.3224 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8388 - loss: 0.3657 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9152 - loss: 0.2670 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8777 - loss: 0.3454 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.8072 - loss: 0.4026 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8750 - loss: 0.3425 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8866 - loss: 0.3047 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8804 - loss: 0.3385 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8506 - loss: 0.3926 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8684 - loss: 0.3093 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8680 - loss: 0.3692 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8827 - loss: 0.3447 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9043 - loss: 0.2983 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8711 - loss: 0.3469 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8557 - loss: 0.3513 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8176 - loss: 0.4329 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9197 - loss: 0.2714 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9085 - loss: 0.2749 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8652 - loss: 0.3534 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8625 - loss: 0.3786 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8952 - loss: 0.3165 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8736 - loss: 0.3269 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8641 - loss: 0.3444 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8901 - loss: 0.3389 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8115 - loss: 0.3758 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.8945 - loss: 0.3036 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8793 - loss: 0.3165 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9018 - loss: 0.2996 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8121 - loss: 0.4350 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8869 - loss: 0.3385 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8220 - loss: 0.3767 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8230 - loss: 0.4168 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8983 - loss: 0.3129 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8569 - loss: 0.3878 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.8707 - loss: 0.3369 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8896 - loss: 0.3335 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8244 - loss: 0.4253 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8564 - loss: 0.3328 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8890 - loss: 0.3404 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.8499 - loss: 0.3830 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8603 - loss: 0.3787 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8941 - loss: 0.3043 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8707 - loss: 0.3306 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9207 - loss: 0.2828 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9237 - loss: 0.2754 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8010 - loss: 0.4185 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8397 - loss: 0.3558 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8843 - loss: 0.3472 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8456 - loss: 0.3815 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8847 - loss: 0.3515 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.8633 - loss: 0.3644 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8357 - loss: 0.4162 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8750 - loss: 0.3129 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.8545 - loss: 0.3513 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8466 - loss: 0.3997 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8788 - loss: 0.3475 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8197 - loss: 0.4206 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8739 - loss: 0.3078 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8106 - loss: 0.4841 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8634 - loss: 0.3574 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8504 - loss: 0.3431 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7929 - loss: 0.4427 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8745 - loss: 0.3182 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8196 - loss: 0.4326 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8748 - loss: 0.3267 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8472 - loss: 0.3687 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8242 - loss: 0.4351 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8521 - loss: 0.3762 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8612 - loss: 0.3392 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8955 - loss: 0.2991 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8452 - loss: 0.3736 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8188 - loss: 0.4160 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9183 - loss: 0.2802 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.8790 - loss: 0.2917 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8976 - loss: 0.2992 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8850 - loss: 0.3063 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8369 - loss: 0.3267 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8605 - loss: 0.3473 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8572 - loss: 0.3688 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8559 - loss: 0.3904 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8452 - loss: 0.3552 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.8712 - loss: 0.3504 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8819 - loss: 0.3366 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8817 - loss: 0.3249 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8490 - loss: 0.3720 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8723 - loss: 0.3425 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8305 - loss: 0.4253 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.8566 - loss: 0.3656 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8441 - loss: 0.3659 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8063 - loss: 0.4489 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8891 - loss: 0.3254 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.8684 - loss: 0.3549 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8809 - loss: 0.3302 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8928 - loss: 0.2955 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8978 - loss: 0.3026 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.8601 - loss: 0.3494 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9002 - loss: 0.2792 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8827 - loss: 0.3261 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.8861 - loss: 0.3122 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8029 - loss: 0.4718 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.8983 - loss: 0.2920 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.8516 - loss: 0.3697 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8892 - loss: 0.3048 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.8799 - loss: 0.3114 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8169 - loss: 0.3838 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8815 - loss: 0.3222 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8375 - loss: 0.4210 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.3183 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - accuracy: 0.8743 - loss: 0.3117 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8395 - loss: 0.3846 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8843 - loss: 0.3009 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8257 - loss: 0.3956 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.8364 - loss: 0.3886 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8945 - loss: 0.2947 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9163 - loss: 0.2895 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8609 - loss: 0.3628 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8578 - loss: 0.3063 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8645 - loss: 0.3679 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8905 - loss: 0.3164 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.8521 - loss: 0.3229 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8430 - loss: 0.4015 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9023 - loss: 0.2960 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8659 - loss: 0.3213 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.8975 - loss: 0.3024 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8700 - loss: 0.3430 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8734 - loss: 0.3012 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8558 - loss: 0.3319 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8712 - loss: 0.3642 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9060 - loss: 0.3061 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8400 - loss: 0.3615 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8975 - loss: 0.3056 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8427 - loss: 0.4109 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8711 - loss: 0.3654 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8571 - loss: 0.3591 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8556 - loss: 0.3449 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9124 - loss: 0.2872 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8425 - loss: 0.3730 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8230 - loss: 0.4182 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.8388 - loss: 0.4040 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8477 - loss: 0.4020 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8111 - loss: 0.4158 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8305 - loss: 0.3693 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8513 - loss: 0.3645 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8442 - loss: 0.3706 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8713 - loss: 0.3117 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8530 - loss: 0.3841 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8669 - loss: 0.3439 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8407 - loss: 0.3970 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8142 - loss: 0.4261 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8199 - loss: 0.4036 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8710 - loss: 0.3515 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8376 - loss: 0.4419 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8634 - loss: 0.3537 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8769 - loss: 0.3429 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8589 - loss: 0.3770 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8560 - loss: 0.3163 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8862 - loss: 0.3238 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8751 - loss: 0.3294 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8509 - loss: 0.3730 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8625 - loss: 0.3537 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8666 - loss: 0.3886 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9065 - loss: 0.2790 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8586 - loss: 0.3518 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8705 - loss: 0.3287 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8858 - loss: 0.3068 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8279 - loss: 0.3849 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.8807 - loss: 0.2869 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8474 - loss: 0.3433 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8319 - loss: 0.4057 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8700 - loss: 0.2971 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.8696 - loss: 0.3554 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8759 - loss: 0.3130 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9025 - loss: 0.3079 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8340 - loss: 0.3542 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8603 - loss: 0.3574 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.8741 - loss: 0.3354 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8897 - loss: 0.3063 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8788 - loss: 0.2805 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8628 - loss: 0.3258 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9079 - loss: 0.3001 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8832 - loss: 0.3572 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8537 - loss: 0.3736 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8608 - loss: 0.3250 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8916 - loss: 0.3101 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.8887 - loss: 0.3239 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9023 - loss: 0.3202 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8406 - loss: 0.3638 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8614 - loss: 0.3513 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8836 - loss: 0.2966 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8891 - loss: 0.2780 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8480 - loss: 0.3610 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8276 - loss: 0.3830 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8371 - loss: 0.3497 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8273 - loss: 0.3459 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8435 - loss: 0.3532 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8541 - loss: 0.4232 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.8816 - loss: 0.3402 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8996 - loss: 0.3336 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8603 - loss: 0.3866 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8386 - loss: 0.3466 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.8621 - loss: 0.3324 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8358 - loss: 0.3485 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9002 - loss: 0.2780 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8761 - loss: 0.3112 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8627 - loss: 0.3407 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8770 - loss: 0.2725 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8489 - loss: 0.4009 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8415 - loss: 0.4121 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.8728 - loss: 0.2882 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7735 - loss: 0.5143 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8552 - loss: 0.3576 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.8813 - loss: 0.3067 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8934 - loss: 0.2985 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8416 - loss: 0.3784 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8822 - loss: 0.3084 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9116 - loss: 0.2799 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8983 - loss: 0.2885 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.8803 - loss: 0.3311 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8461 - loss: 0.3831 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8426 - loss: 0.3191 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.8669 - loss: 0.3358 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.8589 - loss: 0.3736 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8584 - loss: 0.3465 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8475 - loss: 0.3151 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9088 - loss: 0.2885 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.8333 - loss: 0.3740 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8577 - loss: 0.3524 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8608 - loss: 0.3311 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8718 - loss: 0.3134 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8951 - loss: 0.2826 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8806 - loss: 0.3242 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8431 - loss: 0.3357 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8735 - loss: 0.3309 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8511 - loss: 0.3593 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8519 - loss: 0.3556 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8827 - loss: 0.3043 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8379 - loss: 0.4603 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9320 - loss: 0.2164 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.8873 - loss: 0.3219 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8844 - loss: 0.3178 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8618 - loss: 0.3475 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.3081 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8395 - loss: 0.3547 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8650 - loss: 0.3227 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.8635 - loss: 0.3308 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8430 - loss: 0.3825 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8374 - loss: 0.3536 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8599 - loss: 0.3644 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.8749 - loss: 0.3878 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.8874 - loss: 0.3138 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9278 - loss: 0.2411 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.3038 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8714 - loss: 0.3739 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8748 - loss: 0.2920 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8603 - loss: 0.3480 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8623 - loss: 0.2986 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8445 - loss: 0.3270 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.8877 - loss: 0.3148 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9221 - loss: 0.2774 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8287 - loss: 0.3746 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8865 - loss: 0.3180 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8249 - loss: 0.3465 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8369 - loss: 0.3296 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8324 - loss: 0.3746 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8462 - loss: 0.3703 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9007 - loss: 0.3267 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8342 - loss: 0.3560 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8978 - loss: 0.3298 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8381 - loss: 0.3518 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8475 - loss: 0.3349 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8351 - loss: 0.3449 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8447 - loss: 0.3843 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8678 - loss: 0.3269 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.8577 - loss: 0.3563 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8261 - loss: 0.3753 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8214 - loss: 0.3950 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8030 - loss: 0.4251 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8488 - loss: 0.3890 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.3731 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9210 - loss: 0.2796 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8964 - loss: 0.3120 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8437 - loss: 0.3959 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - accuracy: 0.8618 - loss: 0.3092 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.8437 - loss: 0.3601 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8982 - loss: 0.3339 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8846 - loss: 0.3035 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8520 - loss: 0.3433 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8704 - loss: 0.3417 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8356 - loss: 0.3941 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8996 - loss: 0.2910 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8696 - loss: 0.3388 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8342 - loss: 0.3901 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8636 - loss: 0.3212 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8391 - loss: 0.3795 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8801 - loss: 0.3330 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - accuracy: 0.4871 - loss: 0.7061 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.5701 - loss: 0.6857 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5312 - loss: 0.6957 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6070 - loss: 0.6864 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.5570 - loss: 0.6934 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5908 - loss: 0.6824 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6128 - loss: 0.6891 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6395 - loss: 0.6821 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6737 - loss: 0.6737 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5982 - loss: 0.6851 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7307 - loss: 0.6530 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6390 - loss: 0.6686 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.6150 - loss: 0.6675 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5626 - loss: 0.6714 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.6353 - loss: 0.6563 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6090 - loss: 0.6575 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.6371 - loss: 0.6498 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.6653 - loss: 0.6396 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.6840 - loss: 0.6279 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6124 - loss: 0.6481 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6811 - loss: 0.6144 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.7151 - loss: 0.6179 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6825 - loss: 0.6118 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6272 - loss: 0.6417 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6990 - loss: 0.6050 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6415 - loss: 0.6317 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6526 - loss: 0.6193 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7254 - loss: 0.5808 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6432 - loss: 0.6463 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.7772 - loss: 0.5319 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7112 - loss: 0.5780 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6923 - loss: 0.5860 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7072 - loss: 0.5934 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6762 - loss: 0.5850 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7032 - loss: 0.5624 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6514 - loss: 0.6212 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6756 - loss: 0.5952 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6196 - loss: 0.6158 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6800 - loss: 0.5847 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6828 - loss: 0.5893 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6410 - loss: 0.6211 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.7201 - loss: 0.5831 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.6800 - loss: 0.5849 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6734 - loss: 0.5859 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7035 - loss: 0.5783 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.6584 - loss: 0.6083 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.6903 - loss: 0.5746 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7267 - loss: 0.5230 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7281 - loss: 0.5624 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6926 - loss: 0.5905 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.6012 - loss: 0.6196 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7274 - loss: 0.5748 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7226 - loss: 0.5637 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.6440 - loss: 0.5747 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6592 - loss: 0.5933 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7038 - loss: 0.5622 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7382 - loss: 0.5553 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.7059 - loss: 0.5680 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6545 - loss: 0.6087 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.6629 - loss: 0.6087 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.7328 - loss: 0.5594 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6914 - loss: 0.5699 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.6744 - loss: 0.5787 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6960 - loss: 0.5655 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6858 - loss: 0.5856 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7200 - loss: 0.5566 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.6373 - loss: 0.5999 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.6422 - loss: 0.6067 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7095 - loss: 0.5639 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.6570 - loss: 0.5905 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7309 - loss: 0.5530 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.6845 - loss: 0.5792 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6408 - loss: 0.5915 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6142 - loss: 0.6114 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7108 - loss: 0.5492 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6940 - loss: 0.5525 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6388 - loss: 0.6084 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6984 - loss: 0.5634 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7253 - loss: 0.5561 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7750 - loss: 0.4996 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8343 - loss: 0.4839 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8952 - loss: 0.4410 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7978 - loss: 0.4760 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8156 - loss: 0.4028 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8667 - loss: 0.4049 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8714 - loss: 0.3564 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8569 - loss: 0.3629 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8405 - loss: 0.4172 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8488 - loss: 0.3621 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.8520 - loss: 0.3609 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8406 - loss: 0.3899 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8605 - loss: 0.3621 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8774 - loss: 0.3049 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8825 - loss: 0.3242 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8826 - loss: 0.3392 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8678 - loss: 0.3257 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8695 - loss: 0.3326 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.8557 - loss: 0.3100 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8920 - loss: 0.3023 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8523 - loss: 0.3545 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8961 - loss: 0.2864 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8779 - loss: 0.2890 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9015 - loss: 0.2974 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8493 - loss: 0.2965 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8791 - loss: 0.2916 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9181 - loss: 0.2570 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8866 - loss: 0.3059 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9097 - loss: 0.2662 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.2642 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9175 - loss: 0.2301 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9152 - loss: 0.2515 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.9083 - loss: 0.2445 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8851 - loss: 0.2522 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8838 - loss: 0.2888 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9332 - loss: 0.1831 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8748 - loss: 0.2846 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9426 - loss: 0.1609 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9644 - loss: 0.1475 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9162 - loss: 0.2357 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9064 - loss: 0.2243 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9456 - loss: 0.1876 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9438 - loss: 0.1577 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.9536 - loss: 0.1473 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9364 - loss: 0.1626 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9035 - loss: 0.2102 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9437 - loss: 0.1687 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9319 - loss: 0.1633 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9409 - loss: 0.1409 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9681 - loss: 0.1100 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9493 - loss: 0.1405 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9695 - loss: 0.1153 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9351 - loss: 0.1856 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9615 - loss: 0.1155 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9495 - loss: 0.1227 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9574 - loss: 0.1178 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9715 - loss: 0.0898 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9757 - loss: 0.0905 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9318 - loss: 0.1286 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9486 - loss: 0.1183 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9788 - loss: 0.0937 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9807 - loss: 0.0925 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9470 - loss: 0.1108 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9341 - loss: 0.1549 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9698 - loss: 0.0767 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9915 - loss: 0.0502 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9268 - loss: 0.1887 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9695 - loss: 0.0778 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9798 - loss: 0.0899 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9752 - loss: 0.0892 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9625 - loss: 0.1084 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9938 - loss: 0.0462 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9523 - loss: 0.1187 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0729 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9438 - loss: 0.1082 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9710 - loss: 0.0645 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9956 - loss: 0.0675 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9739 - loss: 0.0794 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9648 - loss: 0.0809 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9465 - loss: 0.1013 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9686 - loss: 0.0634 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9514 - loss: 0.1086 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9922 - loss: 0.0409 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9901 - loss: 0.0477 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.9743 - loss: 0.0746 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9848 - loss: 0.0492 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0650 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9683 - loss: 0.0872 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9776 - loss: 0.0626 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9735 - loss: 0.0556 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9716 - loss: 0.0648 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9605 - loss: 0.0721 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9870 - loss: 0.0424 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9751 - loss: 0.0906 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9873 - loss: 0.0425 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.9850 - loss: 0.0426 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.9713 - loss: 0.0708 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0465 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9688 - loss: 0.0905 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9723 - loss: 0.0528 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0341 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9895 - loss: 0.0401 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0637 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9624 - loss: 0.0822 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9615 - loss: 0.1075 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9936 - loss: 0.0345 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0357 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9757 - loss: 0.0489 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9638 - loss: 0.0682 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0482 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.9793 - loss: 0.0508 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9468 - loss: 0.1159 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.9456 - loss: 0.1209 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9727 - loss: 0.0530 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9945 - loss: 0.0394 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9537 - loss: 0.1320 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9449 - loss: 0.1078 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9872 - loss: 0.0414 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9869 - loss: 0.0353 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9420 - loss: 0.1577 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0399 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9683 - loss: 0.0743 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9740 - loss: 0.0568 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9558 - loss: 0.0905 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.9928 - loss: 0.0278 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9696 - loss: 0.0685 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9947 - loss: 0.0307 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9975 - loss: 0.0287 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9811 - loss: 0.0514 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0484 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.0575 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0537 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9347 - loss: 0.1169 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9817 - loss: 0.0537 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9904 - loss: 0.0349 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9774 - loss: 0.0674 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9640 - loss: 0.0817 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9816 - loss: 0.0480 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9823 - loss: 0.0645 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9763 - loss: 0.0762 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9669 - loss: 0.1013 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9963 - loss: 0.0282 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9780 - loss: 0.0757 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9662 - loss: 0.0881 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9878 - loss: 0.0376 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9646 - loss: 0.1081 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9900 - loss: 0.0421 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9940 - loss: 0.0362 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9815 - loss: 0.0578 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9886 - loss: 0.0485 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0361 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9767 - loss: 0.0564 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9701 - loss: 0.0805 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9962 - loss: 0.0246 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9949 - loss: 0.0308 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9948 - loss: 0.0345 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9886 - loss: 0.0270 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9670 - loss: 0.0748 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9700 - loss: 0.0958 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9939 - loss: 0.0289 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9864 - loss: 0.0574 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9934 - loss: 0.0271 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9873 - loss: 0.0579 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9840 - loss: 0.0345 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9743 - loss: 0.0539 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9849 - loss: 0.0410 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9767 - loss: 0.0699 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0537 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9836 - loss: 0.0587 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9939 - loss: 0.0240 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9937 - loss: 0.0312 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9842 - loss: 0.0371 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9684 - loss: 0.0794 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9862 - loss: 0.0523 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9941 - loss: 0.0365 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.9812 - loss: 0.0469 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.9937 - loss: 0.0326 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9885 - loss: 0.0421 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9555 - loss: 0.0930 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9842 - loss: 0.0529 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.9845 - loss: 0.0514 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9775 - loss: 0.0593 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.9807 - loss: 0.0573 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9802 - loss: 0.0748 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.9940 - loss: 0.0326 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0415 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9888 - loss: 0.0386 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9819 - loss: 0.0521 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9617 - loss: 0.0695 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0342 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9964 - loss: 0.0352 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9904 - loss: 0.0349 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9896 - loss: 0.0444 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9867 - loss: 0.0365 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9970 - loss: 0.0373 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9927 - loss: 0.0296 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9817 - loss: 0.0527 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9877 - loss: 0.0576 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9818 - loss: 0.0407 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0548 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0385 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9831 - loss: 0.0352 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0485 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9754 - loss: 0.0621 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.9993 - loss: 0.0177 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0322 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9674 - loss: 0.1060 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9755 - loss: 0.0734 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0313 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0555 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9889 - loss: 0.0347 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0542 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9658 - loss: 0.0826 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9648 - loss: 0.0658 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0449 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9967 - loss: 0.0242 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9837 - loss: 0.0464 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9982 - loss: 0.0207 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9787 - loss: 0.0502 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9780 - loss: 0.0408 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9842 - loss: 0.0463 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0294 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9928 - loss: 0.0261 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.9889 - loss: 0.0420 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0375 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0566 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9653 - loss: 0.0853 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0344 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9794 - loss: 0.0525 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9951 - loss: 0.0285 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9850 - loss: 0.0388 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9635 - loss: 0.0765 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9984 - loss: 0.0217 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9772 - loss: 0.0484 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9912 - loss: 0.0256 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.9876 - loss: 0.0460 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9898 - loss: 0.0296 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.9728 - loss: 0.0635 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9712 - loss: 0.0667 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9655 - loss: 0.0613 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9816 - loss: 0.0387 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9729 - loss: 0.0705 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9953 - loss: 0.0200 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9974 - loss: 0.0283 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9608 - loss: 0.0664 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0359 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9819 - loss: 0.0365 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9743 - loss: 0.0461 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9899 - loss: 0.0261 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0252 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9910 - loss: 0.0238 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9774 - loss: 0.0489 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0203 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9831 - loss: 0.0361 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9661 - loss: 0.0569 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9779 - loss: 0.0456 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9858 - loss: 0.0338 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0447 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9771 - loss: 0.0467 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9982 - loss: 0.0224 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0290 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9786 - loss: 0.0526 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9589 - loss: 0.0568 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0203 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9921 - loss: 0.0294 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9891 - loss: 0.0351 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9839 - loss: 0.0540 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9826 - loss: 0.0453 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0460 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9988 - loss: 0.0258 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9967 - loss: 0.0229 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0439 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0364 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9827 - loss: 0.0488 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9926 - loss: 0.0199 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9824 - loss: 0.0516 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9917 - loss: 0.0288 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9913 - loss: 0.0219 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9908 - loss: 0.0281 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9861 - loss: 0.0401 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9989 - loss: 0.0147 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0184 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0262 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.9918 - loss: 0.0345 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9922 - loss: 0.0295 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9918 - loss: 0.0223 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9895 - loss: 0.0452 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 784us/step - accuracy: 0.9926 - loss: 0.0233 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9886 - loss: 0.0456 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9957 - loss: 0.0197 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9905 - loss: 0.0285 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9385 - loss: 0.1325 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9724 - loss: 0.0440 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9859 - loss: 0.0289 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9875 - loss: 0.0363 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9758 - loss: 0.0466 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9794 - loss: 0.0521 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9944 - loss: 0.0217 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9650 - loss: 0.0642 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9922 - loss: 0.0396 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9905 - loss: 0.0277 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.0435 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9662 - loss: 0.0646 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9932 - loss: 0.0258 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0202 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9860 - loss: 0.0309 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9908 - loss: 0.0435 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9780 - loss: 0.0448 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9751 - loss: 0.0378 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.9850 - loss: 0.0309 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9973 - loss: 0.0206 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9867 - loss: 0.0338 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9967 - loss: 0.0196 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9842 - loss: 0.0318 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9891 - loss: 0.0303 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0269 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9867 - loss: 0.0365 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9926 - loss: 0.0255 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 748us/step - accuracy: 0.9920 - loss: 0.0363 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9831 - loss: 0.0335 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0172 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0227
# What are the resulting accuracy scores?
scores
5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9928 - loss: 0.0227
0.987500011920929
# Store scores for later reference
scores_2nodes = scores
# Plot the accuracy scores based on number of layers
plt.bar(num_layers, scores_2nodes)
plt.xlabel('Number of Layers')
plt.ylabel('Accuracy')
plt.title('Accuracy by Number of Layers with 2 Nodes')
plt.show()
This shows similar results for 2, 3, or 5 hidden layers based on the Hyperbolic Tangent algoirthm. Accuracy comes out very high at 98.75%.
scores = []
for num_layer in num_layers:
model = Sequential()
model.add(Dense(3, input_dim=2, activation='tanh'))
for _ in range(num_layer-1):
model.add(Dense(3, activation='tanh'))
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer='sgd', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400)
# Append accuracy to array
scores.append(model.evaluate(X, y)[1]*100)
Epoch 1/400
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4771 - loss: 0.7005 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5124 - loss: 0.7077 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5806 - loss: 0.6923 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6358 - loss: 0.6969 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5173 - loss: 0.6916 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6398 - loss: 0.6847 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5461 - loss: 0.7073 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.5262 - loss: 0.6992 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4968 - loss: 0.6991 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.5733 - loss: 0.6907 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6647 - loss: 0.6879 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6060 - loss: 0.6931 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6186 - loss: 0.6937 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5526 - loss: 0.6956 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5916 - loss: 0.6927 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.5420 - loss: 0.6957 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.6785 - loss: 0.6818 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6435 - loss: 0.6787 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.5254 - loss: 0.6993 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5829 - loss: 0.6979 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.6091 - loss: 0.6945 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.6082 - loss: 0.6901 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5883 - loss: 0.6938 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.5471 - loss: 0.6913 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.5941 - loss: 0.6927 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.5311 - loss: 0.6943 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.5092 - loss: 0.7000 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6072 - loss: 0.6890 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.5988 - loss: 0.6926 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4842 - loss: 0.6988 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5389 - loss: 0.6947 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5631 - loss: 0.6950 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6050 - loss: 0.6897 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5271 - loss: 0.6926 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5322 - loss: 0.6975 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5576 - loss: 0.6914 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5695 - loss: 0.6932 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5800 - loss: 0.6955 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5599 - loss: 0.6912 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6152 - loss: 0.6902 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6200 - loss: 0.6840 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5326 - loss: 0.6933 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5602 - loss: 0.6915 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6097 - loss: 0.6905 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.5448 - loss: 0.6932 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5180 - loss: 0.6881 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5868 - loss: 0.6913 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.4605 - loss: 0.7027 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5300 - loss: 0.6936 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5585 - loss: 0.6900 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5509 - loss: 0.6922 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5554 - loss: 0.6910 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5836 - loss: 0.6866 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.6228 - loss: 0.6826 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5516 - loss: 0.6867 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5798 - loss: 0.6913 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.5653 - loss: 0.6897 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.5936 - loss: 0.6763 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6148 - loss: 0.6786 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5891 - loss: 0.6814 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5823 - loss: 0.6861 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5551 - loss: 0.6789 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6466 - loss: 0.6737 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5759 - loss: 0.6793 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6959 - loss: 0.6698 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5207 - loss: 0.6869 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5504 - loss: 0.6858 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5884 - loss: 0.6731 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6412 - loss: 0.6760 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6027 - loss: 0.6802 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.5916 - loss: 0.6688 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6328 - loss: 0.6660 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6332 - loss: 0.6718 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6308 - loss: 0.6754 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6508 - loss: 0.6718 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.5418 - loss: 0.6763 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.6425 - loss: 0.6678 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6438 - loss: 0.6689 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.6115 - loss: 0.6767 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6318 - loss: 0.6657 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.6112 - loss: 0.6611 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5933 - loss: 0.6637 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6479 - loss: 0.6617 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.5985 - loss: 0.6460 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5630 - loss: 0.6657 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.5969 - loss: 0.6701 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6958 - loss: 0.6323 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6519 - loss: 0.6499 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6622 - loss: 0.6541 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 720us/step - accuracy: 0.6089 - loss: 0.6632 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 744us/step - accuracy: 0.6256 - loss: 0.6445 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.6390 - loss: 0.6517 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.6277 - loss: 0.6433 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6326 - loss: 0.6355 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5973 - loss: 0.6439 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6476 - loss: 0.6310 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6697 - loss: 0.6300 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6093 - loss: 0.6381 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6141 - loss: 0.6408 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5851 - loss: 0.6408 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.6035 - loss: 0.6355 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6039 - loss: 0.6335 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6713 - loss: 0.6269 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6430 - loss: 0.6108 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6235 - loss: 0.6220 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6194 - loss: 0.6000 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6357 - loss: 0.6087 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6771 - loss: 0.6012 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6273 - loss: 0.6086 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6391 - loss: 0.6148 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6434 - loss: 0.5993 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5885 - loss: 0.6128 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6357 - loss: 0.6021 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6522 - loss: 0.5765 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6091 - loss: 0.5916 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5913 - loss: 0.5943 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6480 - loss: 0.5801 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6480 - loss: 0.5722 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6158 - loss: 0.6006 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6406 - loss: 0.5799 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6573 - loss: 0.5681 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6179 - loss: 0.5953 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7005 - loss: 0.5576 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7042 - loss: 0.5679 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7471 - loss: 0.5494 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.6971 - loss: 0.5705 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7270 - loss: 0.5544 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7761 - loss: 0.4949 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7343 - loss: 0.5490 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7220 - loss: 0.5529 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7561 - loss: 0.5432 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8220 - loss: 0.5098 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7604 - loss: 0.5411 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8417 - loss: 0.5033 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7939 - loss: 0.5121 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8272 - loss: 0.5068 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8426 - loss: 0.5210 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8463 - loss: 0.4744 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8879 - loss: 0.4717 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8850 - loss: 0.4801 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8177 - loss: 0.5050 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8815 - loss: 0.4663 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8428 - loss: 0.4668 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8677 - loss: 0.4682 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.8778 - loss: 0.4678 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.4469 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.8676 - loss: 0.4632 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8585 - loss: 0.4576 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.8534 - loss: 0.4513 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8993 - loss: 0.4104 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8923 - loss: 0.4502 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.9094 - loss: 0.4250 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8885 - loss: 0.4243 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9195 - loss: 0.3903 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8718 - loss: 0.4175 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8796 - loss: 0.3965 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8907 - loss: 0.3860 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9214 - loss: 0.3828 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.8866 - loss: 0.3800 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9127 - loss: 0.3745 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8984 - loss: 0.3845 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9007 - loss: 0.3530 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9280 - loss: 0.3573 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8915 - loss: 0.3926 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8984 - loss: 0.3719 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9322 - loss: 0.3239 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9348 - loss: 0.3431 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9272 - loss: 0.3480 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8856 - loss: 0.3445 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9119 - loss: 0.3447 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 749us/step - accuracy: 0.8853 - loss: 0.3371 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9517 - loss: 0.2994 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9229 - loss: 0.3298 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8945 - loss: 0.3302 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9316 - loss: 0.2905 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8899 - loss: 0.3210 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.9117 - loss: 0.3013 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9228 - loss: 0.3085 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.3072 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8823 - loss: 0.3171 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.9387 - loss: 0.2945 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9299 - loss: 0.2931 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9037 - loss: 0.3013 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9247 - loss: 0.2723 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.9108 - loss: 0.2973 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9130 - loss: 0.2839 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9004 - loss: 0.2966 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8847 - loss: 0.3022 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9275 - loss: 0.2483 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9131 - loss: 0.2842 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9185 - loss: 0.2525 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9444 - loss: 0.2504 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9363 - loss: 0.2626 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9324 - loss: 0.2628 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 765us/step - accuracy: 0.9193 - loss: 0.2567 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.8972 - loss: 0.2648 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9129 - loss: 0.2477 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9281 - loss: 0.2859 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.8958 - loss: 0.2747 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8774 - loss: 0.2768 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9280 - loss: 0.2271 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8996 - loss: 0.2643 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9369 - loss: 0.2348 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8913 - loss: 0.2558 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9263 - loss: 0.2458 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9243 - loss: 0.2369 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9192 - loss: 0.2526 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8856 - loss: 0.2607 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9427 - loss: 0.2348 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9117 - loss: 0.2554 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9362 - loss: 0.2265 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9498 - loss: 0.1968 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9484 - loss: 0.2164 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9292 - loss: 0.2278 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9125 - loss: 0.2495 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.9535 - loss: 0.2148 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9090 - loss: 0.2409 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9264 - loss: 0.2306 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9603 - loss: 0.1943 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9613 - loss: 0.2009 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.9108 - loss: 0.2258 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8924 - loss: 0.2579 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9416 - loss: 0.2049 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.8993 - loss: 0.2600 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9363 - loss: 0.2030 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9300 - loss: 0.2068 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9018 - loss: 0.2258 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9218 - loss: 0.2089 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9182 - loss: 0.2336 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9187 - loss: 0.2363 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.9400 - loss: 0.1848 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9328 - loss: 0.2051 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9352 - loss: 0.2275 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9400 - loss: 0.2192 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9301 - loss: 0.2375 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9269 - loss: 0.2249 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9155 - loss: 0.2322 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9623 - loss: 0.1969 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9504 - loss: 0.1864 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9024 - loss: 0.2466 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9055 - loss: 0.2308 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9072 - loss: 0.2218 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9330 - loss: 0.2308 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9577 - loss: 0.1729 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9464 - loss: 0.1919 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9578 - loss: 0.1811 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9177 - loss: 0.2232 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9468 - loss: 0.1851 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9494 - loss: 0.1874 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9346 - loss: 0.2013 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9172 - loss: 0.2122 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9215 - loss: 0.2207 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9120 - loss: 0.2736 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9537 - loss: 0.1859 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9431 - loss: 0.1892 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9038 - loss: 0.2402 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9263 - loss: 0.2273 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9195 - loss: 0.1906 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9380 - loss: 0.2093 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9318 - loss: 0.1924 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9406 - loss: 0.1929 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.9367 - loss: 0.1950 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9222 - loss: 0.1993 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.9442 - loss: 0.1884 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9097 - loss: 0.2312 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8753 - loss: 0.2526 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9336 - loss: 0.1821 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9398 - loss: 0.1747 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9398 - loss: 0.1796 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9506 - loss: 0.1733 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9104 - loss: 0.2026 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9483 - loss: 0.1793 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.2036 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9272 - loss: 0.2103 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.9170 - loss: 0.2093 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9340 - loss: 0.2008 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9630 - loss: 0.1572 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9106 - loss: 0.2285 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8945 - loss: 0.2270 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9404 - loss: 0.1854 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.2137 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9246 - loss: 0.2122 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9258 - loss: 0.2013 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8878 - loss: 0.2434 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9199 - loss: 0.1922 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9121 - loss: 0.2060 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9275 - loss: 0.1861 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9189 - loss: 0.2300 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9435 - loss: 0.1731 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9706 - loss: 0.1449 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9405 - loss: 0.1874 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9210 - loss: 0.1831 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9205 - loss: 0.2122 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9169 - loss: 0.1838 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9232 - loss: 0.1831 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 669us/step - accuracy: 0.9342 - loss: 0.1756 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9432 - loss: 0.1669 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9061 - loss: 0.2016 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.8937 - loss: 0.2568 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9499 - loss: 0.1847 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9041 - loss: 0.2012 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9556 - loss: 0.1322 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9383 - loss: 0.1778 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9398 - loss: 0.1752 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9161 - loss: 0.2001 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.9252 - loss: 0.1931 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9596 - loss: 0.1846 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9108 - loss: 0.2017 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9104 - loss: 0.1759 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9678 - loss: 0.1363 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.9046 - loss: 0.2037 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9301 - loss: 0.1692 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9246 - loss: 0.1909 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9477 - loss: 0.1644 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.9620 - loss: 0.1550 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9333 - loss: 0.1877 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.8870 - loss: 0.2119 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9431 - loss: 0.1755 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9020 - loss: 0.1961 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9569 - loss: 0.1482 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9509 - loss: 0.1725 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.9059 - loss: 0.1864 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9128 - loss: 0.1981 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9299 - loss: 0.1784 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9299 - loss: 0.1694 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8760 - loss: 0.2331 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9451 - loss: 0.1791 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8996 - loss: 0.1928 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9562 - loss: 0.1462 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9379 - loss: 0.1819 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 741us/step - accuracy: 0.9187 - loss: 0.1856 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.9405 - loss: 0.1973 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9426 - loss: 0.1867 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9327 - loss: 0.1740 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9479 - loss: 0.1530 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9230 - loss: 0.1586 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.8981 - loss: 0.1896 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9130 - loss: 0.2103 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.9549 - loss: 0.1384 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 733us/step - accuracy: 0.9272 - loss: 0.1863 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8922 - loss: 0.2225 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9502 - loss: 0.1684 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8886 - loss: 0.2293 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9630 - loss: 0.1317 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9405 - loss: 0.1739 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9523 - loss: 0.1334 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9165 - loss: 0.1860 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9460 - loss: 0.1593 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9473 - loss: 0.1484 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 784us/step - accuracy: 0.9462 - loss: 0.1576 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9035 - loss: 0.2124 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9360 - loss: 0.1489 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9502 - loss: 0.1296 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9355 - loss: 0.1649 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.9740 - loss: 0.1280 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9435 - loss: 0.1621 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9128 - loss: 0.1788 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9077 - loss: 0.2144 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9173 - loss: 0.1753 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9480 - loss: 0.1442 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9203 - loss: 0.1669 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9285 - loss: 0.1785 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9064 - loss: 0.2184 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.8964 - loss: 0.2181 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9581 - loss: 0.1491 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9247 - loss: 0.1759 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9337 - loss: 0.1782 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9471 - loss: 0.1511 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.9097 - loss: 0.1855 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9282 - loss: 0.1734 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.9364 - loss: 0.1653 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9744 - loss: 0.1421 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9360 - loss: 0.1603 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.8934 - loss: 0.1948 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9663 - loss: 0.1307 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9044 - loss: 0.1938 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 754us/step - accuracy: 0.9229 - loss: 0.1493 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9025 - loss: 0.1881 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8874 - loss: 0.2198 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.9151 - loss: 0.1934 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9597 - loss: 0.1366 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8611 - loss: 0.2489 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9428 - loss: 0.1639 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.9302 - loss: 0.2114 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9163 - loss: 0.1651 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9354 - loss: 0.1895 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.9537 - loss: 0.1368 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9659 - loss: 0.1210 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9208 - loss: 0.1848 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9290 - loss: 0.1559 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9075 - loss: 0.1990 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9310 - loss: 0.1628 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9354 - loss: 0.1782 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9422 - loss: 0.1488 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9151 - loss: 0.1765 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9368 - loss: 0.1589 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8920 - loss: 0.1996 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9412 - loss: 0.1665 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9675 - loss: 0.1322 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9537 - loss: 0.1285 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9124 - loss: 0.1757 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.5685 - loss: 0.6922 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6712 - loss: 0.6840 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6098 - loss: 0.6909 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.6376 - loss: 0.6834 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6831 - loss: 0.6838 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6326 - loss: 0.6905 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.5967 - loss: 0.6820 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.6169 - loss: 0.6893 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.6405 - loss: 0.6808 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6628 - loss: 0.6763 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6241 - loss: 0.6798 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6480 - loss: 0.6753 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.6375 - loss: 0.6805 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6380 - loss: 0.6685 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7099 - loss: 0.6570 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6931 - loss: 0.6600 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6341 - loss: 0.6583 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6976 - loss: 0.6574 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6699 - loss: 0.6578 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7027 - loss: 0.6399 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6400 - loss: 0.6576 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7183 - loss: 0.6219 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.6116 - loss: 0.6415 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6588 - loss: 0.6299 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7096 - loss: 0.6162 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6906 - loss: 0.6201 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6671 - loss: 0.6098 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6780 - loss: 0.6061 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6902 - loss: 0.5976 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7475 - loss: 0.5901 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7566 - loss: 0.5811 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6601 - loss: 0.5961 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7085 - loss: 0.5875 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8154 - loss: 0.5693 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7821 - loss: 0.5764 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8208 - loss: 0.5209 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8080 - loss: 0.5296 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.7960 - loss: 0.5472 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8196 - loss: 0.5185 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8817 - loss: 0.4872 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.8384 - loss: 0.5048 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8749 - loss: 0.4978 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8241 - loss: 0.4891 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9254 - loss: 0.4615 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8861 - loss: 0.4810 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9091 - loss: 0.4439 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8876 - loss: 0.4333 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 769us/step - accuracy: 0.9008 - loss: 0.4234 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9111 - loss: 0.4037 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9393 - loss: 0.3856 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8797 - loss: 0.4114 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9154 - loss: 0.3862 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9290 - loss: 0.3571 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9433 - loss: 0.3436 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9339 - loss: 0.3590 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9211 - loss: 0.3445 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9523 - loss: 0.3154 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9029 - loss: 0.3464 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9239 - loss: 0.3490 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9223 - loss: 0.3295 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9049 - loss: 0.3249 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9540 - loss: 0.2740 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9531 - loss: 0.2883 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9121 - loss: 0.3194 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9110 - loss: 0.3012 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.9617 - loss: 0.2739 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9112 - loss: 0.3009 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9537 - loss: 0.2429 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9235 - loss: 0.2739 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9123 - loss: 0.2789 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9240 - loss: 0.2592 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9549 - loss: 0.2488 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9066 - loss: 0.2490 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8773 - loss: 0.2690 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9471 - loss: 0.2297 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.9430 - loss: 0.2256 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9650 - loss: 0.1960 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9032 - loss: 0.2522 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9420 - loss: 0.1895 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9497 - loss: 0.1903 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9439 - loss: 0.2167 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9367 - loss: 0.1973 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9350 - loss: 0.1908 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9049 - loss: 0.2204 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.9091 - loss: 0.2370 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9170 - loss: 0.2014 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9060 - loss: 0.2051 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9068 - loss: 0.2251 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9244 - loss: 0.1832 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9206 - loss: 0.1941 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9186 - loss: 0.1878 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9323 - loss: 0.1769 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9204 - loss: 0.1867 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9219 - loss: 0.2013 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9151 - loss: 0.2223 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9221 - loss: 0.1957 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9281 - loss: 0.1877 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9121 - loss: 0.1814 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8991 - loss: 0.2131 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9211 - loss: 0.1796 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9055 - loss: 0.1723 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9372 - loss: 0.1896 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9464 - loss: 0.1392 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8971 - loss: 0.1976 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9372 - loss: 0.1735 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9489 - loss: 0.1649 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8991 - loss: 0.1916 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9345 - loss: 0.1544 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9579 - loss: 0.1597 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9468 - loss: 0.1643 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9421 - loss: 0.1912 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9075 - loss: 0.1694 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.9495 - loss: 0.1409 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8978 - loss: 0.2225 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.9369 - loss: 0.1581 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8977 - loss: 0.2094 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9267 - loss: 0.1610 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9236 - loss: 0.1718 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.9417 - loss: 0.1590 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9262 - loss: 0.1790 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9458 - loss: 0.1411 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9554 - loss: 0.1746 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.1878 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9343 - loss: 0.1573 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9403 - loss: 0.1724 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9004 - loss: 0.1902 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9489 - loss: 0.1341 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9258 - loss: 0.1791 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9394 - loss: 0.1579 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - accuracy: 0.9619 - loss: 0.1256 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8793 - loss: 0.2287 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9544 - loss: 0.1443 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.8791 - loss: 0.1808 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9372 - loss: 0.1490 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9022 - loss: 0.1716 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.9139 - loss: 0.2297 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9253 - loss: 0.1741 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9720 - loss: 0.1343 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9296 - loss: 0.1703 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.9207 - loss: 0.1859 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9411 - loss: 0.1415 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9247 - loss: 0.1581 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9442 - loss: 0.1656 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9599 - loss: 0.1900 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9685 - loss: 0.1102 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9530 - loss: 0.1095 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9262 - loss: 0.1768 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9443 - loss: 0.1262 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9431 - loss: 0.1330 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9367 - loss: 0.1409 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9215 - loss: 0.1757 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9494 - loss: 0.1216 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9004 - loss: 0.1545 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.9410 - loss: 0.1515 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9226 - loss: 0.1421 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9560 - loss: 0.1472 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9529 - loss: 0.1587 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9554 - loss: 0.1350 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9229 - loss: 0.1442 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9707 - loss: 0.1168 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9430 - loss: 0.1352 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9525 - loss: 0.1497 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9551 - loss: 0.1201 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9353 - loss: 0.1675 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9757 - loss: 0.1198 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9135 - loss: 0.1518 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9118 - loss: 0.1583 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9680 - loss: 0.1398 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9363 - loss: 0.1475 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8996 - loss: 0.1831 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9361 - loss: 0.1597 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9378 - loss: 0.1494 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9375 - loss: 0.1289 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9514 - loss: 0.1269 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9234 - loss: 0.1742 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.9604 - loss: 0.1042 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9203 - loss: 0.1571 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9506 - loss: 0.1230 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9573 - loss: 0.1417 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9240 - loss: 0.1727 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 716us/step - accuracy: 0.8896 - loss: 0.1779 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9238 - loss: 0.1392 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9295 - loss: 0.1590 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9398 - loss: 0.1387 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9195 - loss: 0.1833 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9439 - loss: 0.1107 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9715 - loss: 0.1101 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9391 - loss: 0.1992 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9385 - loss: 0.1343 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9361 - loss: 0.1140 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9578 - loss: 0.1012 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9145 - loss: 0.1629 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9422 - loss: 0.1367 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9649 - loss: 0.1043 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.8959 - loss: 0.1408 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9534 - loss: 0.1325 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.9514 - loss: 0.1099 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9544 - loss: 0.1125 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9681 - loss: 0.1067 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.9323 - loss: 0.1225 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9646 - loss: 0.1295 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9414 - loss: 0.1362 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9256 - loss: 0.1345 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9355 - loss: 0.1538 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9527 - loss: 0.1235 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9106 - loss: 0.2030 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9460 - loss: 0.1158 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9384 - loss: 0.1198 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9297 - loss: 0.1520 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9611 - loss: 0.1103 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9585 - loss: 0.1145 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9498 - loss: 0.1168 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.9645 - loss: 0.1069 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9676 - loss: 0.0984 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9310 - loss: 0.1430 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9386 - loss: 0.1337 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9169 - loss: 0.1484 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9353 - loss: 0.1382 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9620 - loss: 0.1350 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9471 - loss: 0.1208 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9612 - loss: 0.1461 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9774 - loss: 0.0904 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9779 - loss: 0.1070 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9692 - loss: 0.1033 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9553 - loss: 0.1310 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9759 - loss: 0.1107 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9827 - loss: 0.0701 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9303 - loss: 0.1319 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9434 - loss: 0.1351 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9190 - loss: 0.1745 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9035 - loss: 0.1636 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - accuracy: 0.9782 - loss: 0.0809 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9748 - loss: 0.1189 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.9882 - loss: 0.0946 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9329 - loss: 0.1286 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9681 - loss: 0.1068 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9455 - loss: 0.1305 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9394 - loss: 0.1247 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9696 - loss: 0.1095 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.9576 - loss: 0.1113 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9573 - loss: 0.1048 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9766 - loss: 0.0927 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - accuracy: 0.9581 - loss: 0.0929 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9600 - loss: 0.1050 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9358 - loss: 0.1460 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9558 - loss: 0.0926 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9173 - loss: 0.1689 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9421 - loss: 0.1257 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9639 - loss: 0.1156 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9676 - loss: 0.0998 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9458 - loss: 0.1267 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9303 - loss: 0.1545 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9525 - loss: 0.1126 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9540 - loss: 0.1142 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9364 - loss: 0.1135 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0966 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9552 - loss: 0.1154 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9406 - loss: 0.1538 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9252 - loss: 0.1507 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9665 - loss: 0.1034 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9425 - loss: 0.1308 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9821 - loss: 0.0823 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9490 - loss: 0.1552 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.9783 - loss: 0.0954 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.9319 - loss: 0.1565 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9720 - loss: 0.1212 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9761 - loss: 0.0957 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9494 - loss: 0.1462 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9689 - loss: 0.1055 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.1056 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9533 - loss: 0.1173 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9610 - loss: 0.0956 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9539 - loss: 0.1160 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9607 - loss: 0.0892 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9379 - loss: 0.1361 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9374 - loss: 0.1406 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9693 - loss: 0.1048 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9613 - loss: 0.1043 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.9479 - loss: 0.1123 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9662 - loss: 0.1096 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9804 - loss: 0.0966 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.9746 - loss: 0.1057 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9656 - loss: 0.0940 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9580 - loss: 0.1180 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9304 - loss: 0.1346 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9503 - loss: 0.1009 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9763 - loss: 0.0768 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9601 - loss: 0.1082 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9310 - loss: 0.1139 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9515 - loss: 0.1066 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9817 - loss: 0.0834 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9548 - loss: 0.1330 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9312 - loss: 0.1443 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9650 - loss: 0.0983 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9729 - loss: 0.0780 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9561 - loss: 0.0827 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.9737 - loss: 0.1214 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9721 - loss: 0.1140 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9483 - loss: 0.1355 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9405 - loss: 0.1146 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.1035 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9728 - loss: 0.0811 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9516 - loss: 0.1052 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9788 - loss: 0.1094 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9597 - loss: 0.1145 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9636 - loss: 0.1290 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9656 - loss: 0.0887 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9613 - loss: 0.0851 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9544 - loss: 0.1102 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9672 - loss: 0.1226 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9679 - loss: 0.0883 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9547 - loss: 0.1079 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9464 - loss: 0.1085 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9404 - loss: 0.1133 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9749 - loss: 0.0695 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9505 - loss: 0.1239 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9645 - loss: 0.0934 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9536 - loss: 0.0938 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9527 - loss: 0.1206 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9647 - loss: 0.1079 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9675 - loss: 0.0837 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9541 - loss: 0.1210 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9770 - loss: 0.0819 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9813 - loss: 0.0814 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9720 - loss: 0.0887 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0882 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9759 - loss: 0.1135 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9700 - loss: 0.0855 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9615 - loss: 0.1138 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9718 - loss: 0.0757 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.9318 - loss: 0.1599 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9493 - loss: 0.1194 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9762 - loss: 0.0805 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9768 - loss: 0.0904 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9826 - loss: 0.1115 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0869 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9734 - loss: 0.0748 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9442 - loss: 0.1171 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9763 - loss: 0.0757 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9546 - loss: 0.0862 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9646 - loss: 0.0730 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9631 - loss: 0.1044 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9774 - loss: 0.0793 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9471 - loss: 0.1001 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9482 - loss: 0.1250 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9797 - loss: 0.0836 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9677 - loss: 0.0957 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9801 - loss: 0.0790 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9666 - loss: 0.0991 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9638 - loss: 0.0868 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9819 - loss: 0.0900 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9857 - loss: 0.0748 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9535 - loss: 0.1177 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9566 - loss: 0.0873 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9705 - loss: 0.0993 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9586 - loss: 0.1164 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9560 - loss: 0.1166 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9447 - loss: 0.0912 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0909 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9600 - loss: 0.0956 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9672 - loss: 0.0971 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.9852 - loss: 0.0601 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9426 - loss: 0.1113 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9878 - loss: 0.0665 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9685 - loss: 0.0794 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9534 - loss: 0.1092 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0646 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0915 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9756 - loss: 0.0963 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9447 - loss: 0.1038 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9503 - loss: 0.1239 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9784 - loss: 0.1053 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9489 - loss: 0.1172 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.0695 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9592 - loss: 0.1190 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9702 - loss: 0.0852 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9663 - loss: 0.0953 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9607 - loss: 0.0980 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9592 - loss: 0.1024 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.9613 - loss: 0.0873 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9724 - loss: 0.0781 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9790 - loss: 0.0780 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9771 - loss: 0.0687 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9542 - loss: 0.1049 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9749 - loss: 0.0731 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9652 - loss: 0.1086 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.9565 - loss: 0.0805 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9784 - loss: 0.0769 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.9601 - loss: 0.0918 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9843 - loss: 0.0778 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9604 - loss: 0.1214 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9870 - loss: 0.0702 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.9913 - loss: 0.0520 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0828 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.9817 - loss: 0.0692 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9694 - loss: 0.0913 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9689 - loss: 0.0921 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.9623 - loss: 0.0917 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9638 - loss: 0.1009 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9684 - loss: 0.0790 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 0s/step - accuracy: 0.9834 - loss: 0.0704 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.5656 - loss: 0.6891 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - accuracy: 0.5332 - loss: 0.7024 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5213 - loss: 0.6753 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5589 - loss: 0.6625 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6375 - loss: 0.6446 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6663 - loss: 0.6244 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7177 - loss: 0.5966 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8386 - loss: 0.5861 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8974 - loss: 0.5438 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8378 - loss: 0.5410 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8291 - loss: 0.5270 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8302 - loss: 0.4886 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8690 - loss: 0.4681 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8763 - loss: 0.4314 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7907 - loss: 0.4617 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8541 - loss: 0.4064 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8670 - loss: 0.3937 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8227 - loss: 0.4098 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8223 - loss: 0.4156 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9283 - loss: 0.3139 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.8644 - loss: 0.3423 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.8260 - loss: 0.3848 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8081 - loss: 0.3756 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8638 - loss: 0.3583 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7770 - loss: 0.4507 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8577 - loss: 0.3551 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8362 - loss: 0.3662 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8396 - loss: 0.3687 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8175 - loss: 0.3925 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8541 - loss: 0.3407 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3239 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8114 - loss: 0.4179 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.8346 - loss: 0.3873 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8368 - loss: 0.3523 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8180 - loss: 0.4318 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9144 - loss: 0.2560 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8509 - loss: 0.3248 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8333 - loss: 0.3382 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8822 - loss: 0.2996 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8928 - loss: 0.2960 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8675 - loss: 0.3330 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8880 - loss: 0.2919 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8344 - loss: 0.3977 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8689 - loss: 0.3234 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8499 - loss: 0.3627 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.8488 - loss: 0.3906 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8573 - loss: 0.3366 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8312 - loss: 0.4013 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.8832 - loss: 0.3139 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8698 - loss: 0.3565 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8245 - loss: 0.3938 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9071 - loss: 0.2580 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9266 - loss: 0.2667 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8329 - loss: 0.3991 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8548 - loss: 0.3524 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8378 - loss: 0.3607 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8501 - loss: 0.3468 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8777 - loss: 0.3217 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8450 - loss: 0.3783 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8726 - loss: 0.3146 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8433 - loss: 0.3276 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8139 - loss: 0.3954 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.8611 - loss: 0.3667 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9062 - loss: 0.2838 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8672 - loss: 0.3517 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8383 - loss: 0.3680 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8199 - loss: 0.3981 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7977 - loss: 0.4109 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.8639 - loss: 0.3502 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.2739 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8834 - loss: 0.3300 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9025 - loss: 0.2659 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.8690 - loss: 0.3390 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8639 - loss: 0.3373 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8773 - loss: 0.3049 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.8274 - loss: 0.3749 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8925 - loss: 0.3235 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8590 - loss: 0.3579 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.8264 - loss: 0.4168 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8634 - loss: 0.3654 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8806 - loss: 0.2715 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.8401 - loss: 0.3985 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8772 - loss: 0.2881 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8571 - loss: 0.3531 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8820 - loss: 0.3212 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8444 - loss: 0.3017 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.8946 - loss: 0.3037 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.8972 - loss: 0.2766 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8703 - loss: 0.3196 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8673 - loss: 0.3373 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8591 - loss: 0.3263 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8400 - loss: 0.3632 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.3105 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8579 - loss: 0.3259 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8755 - loss: 0.3148 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8699 - loss: 0.3235 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8626 - loss: 0.3435 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8768 - loss: 0.3034 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.2978 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8647 - loss: 0.3354 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9206 - loss: 0.2578 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8486 - loss: 0.3353 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9169 - loss: 0.2493 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9006 - loss: 0.2996 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8771 - loss: 0.3095 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8911 - loss: 0.2633 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8501 - loss: 0.3473 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9149 - loss: 0.2951 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9037 - loss: 0.2551 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.9040 - loss: 0.3072 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8961 - loss: 0.2706 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8964 - loss: 0.3284 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8939 - loss: 0.2766 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.2974 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8937 - loss: 0.2651 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9016 - loss: 0.2677 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.8985 - loss: 0.2953 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8568 - loss: 0.3453 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8549 - loss: 0.3048 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9007 - loss: 0.2802 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9021 - loss: 0.3002 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8799 - loss: 0.3344 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8863 - loss: 0.3051 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8604 - loss: 0.3475 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8430 - loss: 0.3251 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8477 - loss: 0.3892 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8837 - loss: 0.3101 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8174 - loss: 0.4160 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8499 - loss: 0.3170 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8176 - loss: 0.3325 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8775 - loss: 0.3438 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8969 - loss: 0.3310 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8271 - loss: 0.4247 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8502 - loss: 0.3695 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8677 - loss: 0.3244 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8485 - loss: 0.3480 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8823 - loss: 0.2792 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8727 - loss: 0.3102 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9017 - loss: 0.2630 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8581 - loss: 0.3795 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.8558 - loss: 0.3471 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8916 - loss: 0.2817 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9116 - loss: 0.2664 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8520 - loss: 0.3798 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8340 - loss: 0.3650 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8291 - loss: 0.4064 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7945 - loss: 0.4139 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8456 - loss: 0.3329 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.8749 - loss: 0.3111 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8827 - loss: 0.3531 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8671 - loss: 0.3249 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.8768 - loss: 0.2746 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8940 - loss: 0.2834 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.8547 - loss: 0.3448 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8695 - loss: 0.3558 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8359 - loss: 0.4150 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8810 - loss: 0.3097 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8798 - loss: 0.2905 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8614 - loss: 0.3270 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.8521 - loss: 0.3457 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8518 - loss: 0.3737 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8453 - loss: 0.3705 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8445 - loss: 0.4223 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8686 - loss: 0.2977 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8401 - loss: 0.3041 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8970 - loss: 0.2904 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8998 - loss: 0.3009 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8560 - loss: 0.3754 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8838 - loss: 0.2704 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8733 - loss: 0.3266 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.8511 - loss: 0.3367 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.8405 - loss: 0.3113 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.2796 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8858 - loss: 0.2672 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9150 - loss: 0.2888 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8870 - loss: 0.3057 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.9083 - loss: 0.2502 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.8474 - loss: 0.3569 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8943 - loss: 0.2299 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.8582 - loss: 0.3533 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9012 - loss: 0.2846 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8522 - loss: 0.3693 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8440 - loss: 0.3566 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.3074 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8884 - loss: 0.2793 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9208 - loss: 0.2443 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8744 - loss: 0.3043 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8966 - loss: 0.2828 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9036 - loss: 0.2901 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8553 - loss: 0.3337 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.8851 - loss: 0.3069 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.3293 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8662 - loss: 0.3627 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9276 - loss: 0.2636 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.8555 - loss: 0.3561 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8366 - loss: 0.3178 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8946 - loss: 0.2700 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.8952 - loss: 0.2471 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8735 - loss: 0.3276 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8582 - loss: 0.3763 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.8758 - loss: 0.2897 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8624 - loss: 0.3533 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8720 - loss: 0.3696 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8520 - loss: 0.3297 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8316 - loss: 0.3864 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8586 - loss: 0.3651 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8333 - loss: 0.4250 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.8389 - loss: 0.3730 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8565 - loss: 0.2851 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8661 - loss: 0.3296 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.8407 - loss: 0.3811 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.8690 - loss: 0.3499 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.8858 - loss: 0.2611 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.8753 - loss: 0.3270 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8782 - loss: 0.2864 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.8868 - loss: 0.3033 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8689 - loss: 0.3062 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8721 - loss: 0.3385 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8373 - loss: 0.3412 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9194 - loss: 0.2622 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.8496 - loss: 0.3704 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8815 - loss: 0.2866 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8593 - loss: 0.3659 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8840 - loss: 0.2982 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.8338 - loss: 0.3728 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8374 - loss: 0.3291 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9129 - loss: 0.2575 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8602 - loss: 0.3107 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.8448 - loss: 0.3963 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8807 - loss: 0.2589 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9033 - loss: 0.2301 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.8451 - loss: 0.3308 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9075 - loss: 0.2935 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9089 - loss: 0.2679 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8754 - loss: 0.3269 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8663 - loss: 0.3126 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8493 - loss: 0.3691 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.8341 - loss: 0.3842 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9213 - loss: 0.2299 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9077 - loss: 0.2466 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.8792 - loss: 0.3401 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8539 - loss: 0.3892 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9066 - loss: 0.2409 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9119 - loss: 0.2328 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8739 - loss: 0.2563 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8892 - loss: 0.3211 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8967 - loss: 0.2707 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8579 - loss: 0.3496 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9080 - loss: 0.2681 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.9311 - loss: 0.2148 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9018 - loss: 0.2531 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9019 - loss: 0.2955 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.8902 - loss: 0.3301 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8845 - loss: 0.2935 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9028 - loss: 0.2628 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8606 - loss: 0.3355 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.8974 - loss: 0.2741 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8732 - loss: 0.3205 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8673 - loss: 0.2863 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8920 - loss: 0.2730 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9089 - loss: 0.2574 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 776us/step - accuracy: 0.8804 - loss: 0.2583 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.8912 - loss: 0.2915 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9319 - loss: 0.2124 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9076 - loss: 0.2851 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9062 - loss: 0.2657 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9200 - loss: 0.2323 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9209 - loss: 0.2452 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8813 - loss: 0.2493 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9060 - loss: 0.2509 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9124 - loss: 0.2220 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8830 - loss: 0.2441 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9372 - loss: 0.2035 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - accuracy: 0.8848 - loss: 0.2155 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9417 - loss: 0.2207 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9230 - loss: 0.2249 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9140 - loss: 0.2383 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9396 - loss: 0.1848 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8955 - loss: 0.2583 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9129 - loss: 0.2158 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9397 - loss: 0.2047 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9098 - loss: 0.1946 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8902 - loss: 0.2627 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8767 - loss: 0.2842 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9146 - loss: 0.2424 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9133 - loss: 0.2108 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9019 - loss: 0.2674 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9730 - loss: 0.1187 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9338 - loss: 0.1990 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9351 - loss: 0.2204 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9073 - loss: 0.2118 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9130 - loss: 0.2620 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9386 - loss: 0.1880 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.9315 - loss: 0.1804 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9504 - loss: 0.1712 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9601 - loss: 0.1452 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9537 - loss: 0.1633 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9143 - loss: 0.2118 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9677 - loss: 0.1244 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9495 - loss: 0.1609 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9464 - loss: 0.1468 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9277 - loss: 0.1756 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9115 - loss: 0.2117 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.9737 - loss: 0.1096 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9525 - loss: 0.1398 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.9333 - loss: 0.1497 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9262 - loss: 0.1976 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9821 - loss: 0.0953 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9646 - loss: 0.1348 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.9568 - loss: 0.1395 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9736 - loss: 0.1086 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9339 - loss: 0.1579 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9671 - loss: 0.1022 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9664 - loss: 0.1125 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9572 - loss: 0.0962 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9768 - loss: 0.0922 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9676 - loss: 0.0956 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9645 - loss: 0.1010 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9647 - loss: 0.1031 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9618 - loss: 0.1118 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9341 - loss: 0.1053 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9692 - loss: 0.0919 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.9753 - loss: 0.0831 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9587 - loss: 0.0853 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9472 - loss: 0.1047 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9598 - loss: 0.0996 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9947 - loss: 0.0609 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9457 - loss: 0.0783 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9638 - loss: 0.0813 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9642 - loss: 0.0699 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9870 - loss: 0.0507 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9766 - loss: 0.0717 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9811 - loss: 0.0639 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0595 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9346 - loss: 0.0919 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9726 - loss: 0.0652 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0540 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 729us/step - accuracy: 0.9878 - loss: 0.0425 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9742 - loss: 0.0560 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9542 - loss: 0.0757 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.9891 - loss: 0.0452 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0525 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9843 - loss: 0.0541 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9955 - loss: 0.0415 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9497 - loss: 0.0710 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9782 - loss: 0.0595 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0467 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9815 - loss: 0.0607 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9888 - loss: 0.0532 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9778 - loss: 0.0462 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9830 - loss: 0.0469 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0437 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9668 - loss: 0.0533 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9967 - loss: 0.0336 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0389 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.9925 - loss: 0.0302 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9730 - loss: 0.0578 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9869 - loss: 0.0463 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0451 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9636 - loss: 0.0542 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9919 - loss: 0.0556 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9838 - loss: 0.0364 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9696 - loss: 0.0497 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9753 - loss: 0.0453 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.9708 - loss: 0.0542 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0480 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9703 - loss: 0.0512 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9900 - loss: 0.0406 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0329 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9547 - loss: 0.0582 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.9618 - loss: 0.0549 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9964 - loss: 0.0211 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.0432 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9928 - loss: 0.0300 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9927 - loss: 0.0331 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9940 - loss: 0.0372 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9673 - loss: 0.0703 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9726 - loss: 0.0379 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0212 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9723 - loss: 0.0463 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9972 - loss: 0.0269 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0326 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9630 - loss: 0.0530 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0353 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.9833 - loss: 0.0377 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9801 - loss: 0.0446 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9638 - loss: 0.0722 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9682 - loss: 0.0468 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9921 - loss: 0.0291 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9964 - loss: 0.0283 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.9686 - loss: 0.0550 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0414 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.9640 - loss: 0.0571 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.9649 - loss: 0.0533 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9803 - loss: 0.0419 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9691 - loss: 0.0405 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0234 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9933 - loss: 0.0181 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.9953 - loss: 0.0345 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9926 - loss: 0.0303 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9819 - loss: 0.0375 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5261 - loss: 0.6972 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4944 - loss: 0.7104 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.5955 - loss: 0.7065 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.7005 - loss: 0.6675 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6288 - loss: 0.6833 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7078 - loss: 0.6717 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.5608 - loss: 0.6811 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.6423 - loss: 0.6753 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.5864 - loss: 0.6600 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7229 - loss: 0.6568 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.6908 - loss: 0.6492 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5917 - loss: 0.6752 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5289 - loss: 0.6785 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.6176 - loss: 0.6676 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6759 - loss: 0.6374 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.6887 - loss: 0.6278 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6569 - loss: 0.6338 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.6942 - loss: 0.6206 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6331 - loss: 0.6532 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6738 - loss: 0.6273 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.7142 - loss: 0.5896 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.6687 - loss: 0.6237 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6634 - loss: 0.6269 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7193 - loss: 0.5947 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6741 - loss: 0.6093 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.7072 - loss: 0.5761 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.6974 - loss: 0.5799 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6320 - loss: 0.6161 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.7015 - loss: 0.5794 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.7408 - loss: 0.5410 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.6089 - loss: 0.6096 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.6366 - loss: 0.5995 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7512 - loss: 0.5391 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7169 - loss: 0.5554 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.6435 - loss: 0.6094 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.6440 - loss: 0.5864 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.6112 - loss: 0.5938 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6559 - loss: 0.5841 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7235 - loss: 0.5247 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6446 - loss: 0.5748 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6900 - loss: 0.5544 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6945 - loss: 0.5386 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.6947 - loss: 0.5559 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6432 - loss: 0.5662 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.6915 - loss: 0.5607 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.6939 - loss: 0.5403 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6434 - loss: 0.5845 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7196 - loss: 0.5159 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.7835 - loss: 0.5143 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7937 - loss: 0.4989 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8130 - loss: 0.4779 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8713 - loss: 0.4435 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.8356 - loss: 0.4569 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.8095 - loss: 0.4815 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.8519 - loss: 0.4082 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9040 - loss: 0.4010 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8758 - loss: 0.3911 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8571 - loss: 0.4100 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.3680 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8509 - loss: 0.3914 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9006 - loss: 0.3263 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.8243 - loss: 0.3619 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9024 - loss: 0.3262 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9070 - loss: 0.3271 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8811 - loss: 0.3739 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8766 - loss: 0.3667 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.8808 - loss: 0.3082 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.8715 - loss: 0.3198 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8857 - loss: 0.3105 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8927 - loss: 0.3220 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8934 - loss: 0.3037 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9007 - loss: 0.2665 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9088 - loss: 0.2686 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.8901 - loss: 0.2951 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9069 - loss: 0.2500 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8988 - loss: 0.2594 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9358 - loss: 0.2331 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8434 - loss: 0.3227 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8953 - loss: 0.2944 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8449 - loss: 0.3504 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9105 - loss: 0.2164 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.8940 - loss: 0.2651 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9286 - loss: 0.2175 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9096 - loss: 0.2472 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.8972 - loss: 0.2759 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9294 - loss: 0.1966 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.9410 - loss: 0.1896 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8856 - loss: 0.2749 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9490 - loss: 0.1420 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9491 - loss: 0.1905 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9060 - loss: 0.2495 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9547 - loss: 0.1527 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9665 - loss: 0.1560 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.9811 - loss: 0.1533 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9240 - loss: 0.1813 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9467 - loss: 0.1443 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9771 - loss: 0.1157 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9553 - loss: 0.1575 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9689 - loss: 0.1240 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9493 - loss: 0.1315 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9807 - loss: 0.1091 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9756 - loss: 0.1002 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9620 - loss: 0.1189 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9361 - loss: 0.1396 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9590 - loss: 0.1185 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9588 - loss: 0.1069 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9773 - loss: 0.0843 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.9606 - loss: 0.1146 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9799 - loss: 0.0868 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9400 - loss: 0.1391 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9816 - loss: 0.1014 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9627 - loss: 0.1061 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.9894 - loss: 0.0632 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9853 - loss: 0.0771 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9689 - loss: 0.0853 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9514 - loss: 0.1235 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9859 - loss: 0.0633 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9743 - loss: 0.1366 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 738us/step - accuracy: 0.9909 - loss: 0.0501 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0793 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9953 - loss: 0.0555 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9591 - loss: 0.1104 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.9734 - loss: 0.0574 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9499 - loss: 0.1336 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9446 - loss: 0.1289 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9705 - loss: 0.0758 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9346 - loss: 0.1190 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0401 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9348 - loss: 0.0963 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.9644 - loss: 0.0792 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9700 - loss: 0.0812 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9818 - loss: 0.0808 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9711 - loss: 0.1002 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9832 - loss: 0.0580 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.9565 - loss: 0.0702 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0786 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9743 - loss: 0.0533 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9816 - loss: 0.0568 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9808 - loss: 0.0582 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9254 - loss: 0.1287 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9795 - loss: 0.0626 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9957 - loss: 0.0636 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9833 - loss: 0.0587 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9827 - loss: 0.0640 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0565 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9753 - loss: 0.0597 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9911 - loss: 0.0446 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9903 - loss: 0.0521 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9699 - loss: 0.0774 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9865 - loss: 0.0509 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9927 - loss: 0.0448 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9568 - loss: 0.0973 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9857 - loss: 0.0733 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9851 - loss: 0.0625 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0499 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9821 - loss: 0.0522 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 784us/step - accuracy: 0.9660 - loss: 0.0650 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9792 - loss: 0.0521 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0313 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9903 - loss: 0.0399 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0535 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9833 - loss: 0.0646 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9632 - loss: 0.0585 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9676 - loss: 0.0592 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.9906 - loss: 0.0278 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9621 - loss: 0.0690 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9608 - loss: 0.0763 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9984 - loss: 0.0314 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9552 - loss: 0.1289 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.9777 - loss: 0.0611 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9850 - loss: 0.0455 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9857 - loss: 0.0444 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9661 - loss: 0.0659 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9800 - loss: 0.0535 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9500 - loss: 0.0705 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9851 - loss: 0.0387 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9757 - loss: 0.0754 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9627 - loss: 0.0586 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9860 - loss: 0.0633 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9712 - loss: 0.0518 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9984 - loss: 0.0351 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9956 - loss: 0.0265 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9681 - loss: 0.0778 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9696 - loss: 0.0901 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0427 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9716 - loss: 0.0751 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9904 - loss: 0.0365 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.9771 - loss: 0.0498 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9830 - loss: 0.0412 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9895 - loss: 0.0417 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9829 - loss: 0.0375 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.9688 - loss: 0.0626 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9892 - loss: 0.0399 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9456 - loss: 0.0923 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9783 - loss: 0.0410 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9888 - loss: 0.0540 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9782 - loss: 0.0456 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9806 - loss: 0.0707 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9974 - loss: 0.0416 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9657 - loss: 0.0952 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9613 - loss: 0.0799 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9853 - loss: 0.0488 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9881 - loss: 0.0302 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9969 - loss: 0.0247 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9858 - loss: 0.0485 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9675 - loss: 0.0994 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9792 - loss: 0.0358 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9837 - loss: 0.0401 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0327 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9980 - loss: 0.0188 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9806 - loss: 0.0415 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9874 - loss: 0.0532 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9845 - loss: 0.0386 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9854 - loss: 0.0281 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9885 - loss: 0.0292 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9863 - loss: 0.0472 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9892 - loss: 0.0286 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 791us/step - accuracy: 0.9653 - loss: 0.1179 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0326 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9773 - loss: 0.0466 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9629 - loss: 0.0839 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0699 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9868 - loss: 0.0452 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9628 - loss: 0.1098 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9663 - loss: 0.0773 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.9739 - loss: 0.0900 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9783 - loss: 0.0829 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9902 - loss: 0.0424 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9935 - loss: 0.0326 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9739 - loss: 0.0851 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9775 - loss: 0.0452 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0594 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9906 - loss: 0.0356 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.9953 - loss: 0.0413 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.9725 - loss: 0.0740 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9895 - loss: 0.0334 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9728 - loss: 0.0569 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9874 - loss: 0.0438 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9868 - loss: 0.0329 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9949 - loss: 0.0306 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9937 - loss: 0.0332 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9955 - loss: 0.0249 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9553 - loss: 0.0732 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0453 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.9745 - loss: 0.0599 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9989 - loss: 0.0153 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9867 - loss: 0.0468 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9888 - loss: 0.0388 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9661 - loss: 0.0811 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9618 - loss: 0.0732 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9957 - loss: 0.0278 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.9871 - loss: 0.0320 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9834 - loss: 0.0518 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0394 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9962 - loss: 0.0296 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9585 - loss: 0.1006 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9859 - loss: 0.0379 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9735 - loss: 0.0673 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9785 - loss: 0.0497 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9851 - loss: 0.0474 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9988 - loss: 0.0148 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9932 - loss: 0.0272 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0441 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9658 - loss: 0.0720 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0542 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.9677 - loss: 0.0751 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9780 - loss: 0.0594 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0247 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - accuracy: 0.9900 - loss: 0.0331 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0263 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9898 - loss: 0.0296 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9909 - loss: 0.0403 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9940 - loss: 0.0242 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9945 - loss: 0.0267 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9899 - loss: 0.0347 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9920 - loss: 0.0271 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9903 - loss: 0.0341 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9981 - loss: 0.0246 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9781 - loss: 0.0484 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9866 - loss: 0.0520 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9865 - loss: 0.0494 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9714 - loss: 0.0561 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9914 - loss: 0.0270 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9977 - loss: 0.0218 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.9831 - loss: 0.0453 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9731 - loss: 0.0614 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0387 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9760 - loss: 0.0495 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 784us/step - accuracy: 0.9919 - loss: 0.0302 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0284 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.9737 - loss: 0.0507 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9953 - loss: 0.0227 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9650 - loss: 0.0670 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9753 - loss: 0.0596 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9986 - loss: 0.0165 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9861 - loss: 0.0361 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9889 - loss: 0.0352 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9963 - loss: 0.0226 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0337 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9989 - loss: 0.0132 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9807 - loss: 0.0646 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0301 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0349 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9990 - loss: 0.0175 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9811 - loss: 0.0496 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9882 - loss: 0.0366 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9885 - loss: 0.0340 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9803 - loss: 0.0492 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9802 - loss: 0.0601 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9785 - loss: 0.0496 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9949 - loss: 0.0319 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9905 - loss: 0.0268 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 718us/step - accuracy: 0.9748 - loss: 0.0671 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0283 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9609 - loss: 0.0748 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9817 - loss: 0.0375 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.9727 - loss: 0.0628 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9903 - loss: 0.0304 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9919 - loss: 0.0338 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9919 - loss: 0.0255 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9607 - loss: 0.0863 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0198 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9742 - loss: 0.0688 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9921 - loss: 0.0261 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9826 - loss: 0.0539 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9893 - loss: 0.0311 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9890 - loss: 0.0351 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9645 - loss: 0.0589 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9791 - loss: 0.0456 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0379 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9835 - loss: 0.0379 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0240 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9737 - loss: 0.0673 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9822 - loss: 0.0476 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0271 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9944 - loss: 0.0264 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.9906 - loss: 0.0358 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0204 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9960 - loss: 0.0200 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9901 - loss: 0.0325 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9803 - loss: 0.0440 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.9986 - loss: 0.0155 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9938 - loss: 0.0265 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9874 - loss: 0.0310 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.9972 - loss: 0.0163 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9986 - loss: 0.0153 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9870 - loss: 0.0290 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9906 - loss: 0.0278 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9600 - loss: 0.0868 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - accuracy: 0.9797 - loss: 0.0377 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9974 - loss: 0.0149 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0205 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.9896 - loss: 0.0302 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9969 - loss: 0.0132 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9902 - loss: 0.0364 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9710 - loss: 0.0561 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9724 - loss: 0.0585 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9980 - loss: 0.0155 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0321 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9953 - loss: 0.0202 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9971 - loss: 0.0199 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.0519 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9803 - loss: 0.0419 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9803 - loss: 0.0450 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9884 - loss: 0.0362 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9832 - loss: 0.0387 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9779 - loss: 0.0449 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0251 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9805 - loss: 0.0489 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9687 - loss: 0.0644 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9877 - loss: 0.0367 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9633 - loss: 0.0747 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.9661 - loss: 0.0686 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9791 - loss: 0.0421 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9771 - loss: 0.0496 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9852 - loss: 0.0361 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9832 - loss: 0.0399 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.9490 - loss: 0.0855 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0377 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9965 - loss: 0.0192 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9786 - loss: 0.0404 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9953 - loss: 0.0232 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9808 - loss: 0.0462 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9986 - loss: 0.0135 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9919 - loss: 0.0251 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9805 - loss: 0.0499 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9851 - loss: 0.0474 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9909 - loss: 0.0269 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9541 - loss: 0.0871 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9952 - loss: 0.0194 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9459 - loss: 0.0989 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9733 - loss: 0.0537 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9948 - loss: 0.0227 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9962 - loss: 0.0148 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9902 - loss: 0.0272 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9642 - loss: 0.0753 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9920 - loss: 0.0177 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.9942 - loss: 0.0270 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9757 - loss: 0.0522 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9892 - loss: 0.0339 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9819 - loss: 0.0355 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5554 - loss: 0.7051 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5619 - loss: 0.6940 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4787 - loss: 0.7025 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.6689 - loss: 0.6833 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5203 - loss: 0.7014 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6770 - loss: 0.6722 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4823 - loss: 0.6896 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.5687 - loss: 0.6933 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.6026 - loss: 0.6750 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6168 - loss: 0.6681 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.6692 - loss: 0.6578 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.6392 - loss: 0.6625 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6280 - loss: 0.6669 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.6381 - loss: 0.6370 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6782 - loss: 0.6294 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6245 - loss: 0.6468 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7084 - loss: 0.6224 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7101 - loss: 0.6100 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6009 - loss: 0.6390 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.6502 - loss: 0.6334 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.6452 - loss: 0.6235 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.6795 - loss: 0.5605 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6691 - loss: 0.6004 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.7601 - loss: 0.5487 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7186 - loss: 0.5575 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6505 - loss: 0.6085 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7107 - loss: 0.5550 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6329 - loss: 0.5950 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7385 - loss: 0.5472 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6395 - loss: 0.5954 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6615 - loss: 0.6170 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.6943 - loss: 0.5582 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5938 - loss: 0.5776 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6389 - loss: 0.5990 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6983 - loss: 0.5145 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7176 - loss: 0.5183 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8119 - loss: 0.4753 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8070 - loss: 0.5053 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8693 - loss: 0.4290 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8401 - loss: 0.4351 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.8188 - loss: 0.4306 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8608 - loss: 0.3503 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8512 - loss: 0.3551 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8879 - loss: 0.3454 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8983 - loss: 0.3241 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8790 - loss: 0.3545 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8567 - loss: 0.3351 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8530 - loss: 0.3482 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8445 - loss: 0.3579 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9124 - loss: 0.2896 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8445 - loss: 0.4009 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8272 - loss: 0.4087 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8407 - loss: 0.3928 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.9245 - loss: 0.2536 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9049 - loss: 0.2784 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.8746 - loss: 0.3419 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8877 - loss: 0.2912 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8153 - loss: 0.4002 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8191 - loss: 0.3652 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8238 - loss: 0.4138 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8672 - loss: 0.3803 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8496 - loss: 0.3750 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8453 - loss: 0.3995 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.8229 - loss: 0.4296 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8745 - loss: 0.3254 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8273 - loss: 0.3552 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8587 - loss: 0.3243 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.8398 - loss: 0.3836 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.2962 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.3115 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8451 - loss: 0.3964 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8705 - loss: 0.3376 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8668 - loss: 0.3514 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8537 - loss: 0.3308 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8355 - loss: 0.3918 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8995 - loss: 0.2812 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8720 - loss: 0.3104 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8719 - loss: 0.3318 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8443 - loss: 0.3428 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8551 - loss: 0.3079 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.8750 - loss: 0.3025 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8974 - loss: 0.2619 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.8888 - loss: 0.2948 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8540 - loss: 0.3497 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.8655 - loss: 0.3389 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.8713 - loss: 0.2570 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9079 - loss: 0.2393 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9124 - loss: 0.2872 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.8910 - loss: 0.2832 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9251 - loss: 0.2317 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8953 - loss: 0.2815 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9170 - loss: 0.2426 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9499 - loss: 0.1625 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9159 - loss: 0.2442 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8845 - loss: 0.2711 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8791 - loss: 0.2306 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9314 - loss: 0.2128 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8906 - loss: 0.2441 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9364 - loss: 0.1703 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8903 - loss: 0.2333 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9339 - loss: 0.2085 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9477 - loss: 0.1754 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9421 - loss: 0.1467 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9392 - loss: 0.1610 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9470 - loss: 0.1427 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9606 - loss: 0.1446 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.9604 - loss: 0.1207 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9830 - loss: 0.0862 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9550 - loss: 0.1524 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9912 - loss: 0.0907 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9440 - loss: 0.1281 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9502 - loss: 0.1475 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9780 - loss: 0.0913 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9647 - loss: 0.1156 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0912 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9563 - loss: 0.1080 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9840 - loss: 0.0748 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9751 - loss: 0.0946 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9468 - loss: 0.1015 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9572 - loss: 0.1302 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9948 - loss: 0.0632 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9631 - loss: 0.1060 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9573 - loss: 0.1225 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9303 - loss: 0.1601 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9821 - loss: 0.0695 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9488 - loss: 0.0995 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9911 - loss: 0.0421 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9847 - loss: 0.0572 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9922 - loss: 0.0672 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9716 - loss: 0.0795 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9727 - loss: 0.0662 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9681 - loss: 0.0891 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9907 - loss: 0.0547 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9870 - loss: 0.0528 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9784 - loss: 0.0612 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9685 - loss: 0.0891 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9497 - loss: 0.1026 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9732 - loss: 0.0577 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9799 - loss: 0.0493 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9528 - loss: 0.1014 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9827 - loss: 0.0626 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9785 - loss: 0.0819 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9521 - loss: 0.0893 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9677 - loss: 0.0835 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9766 - loss: 0.0639 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.9762 - loss: 0.0638 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0380 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9729 - loss: 0.0537 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9362 - loss: 0.1152 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9908 - loss: 0.0445 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0885 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9843 - loss: 0.0456 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9741 - loss: 0.0622 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.9832 - loss: 0.0526 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9699 - loss: 0.0888 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9934 - loss: 0.0417 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9962 - loss: 0.0283 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.9492 - loss: 0.1198 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9602 - loss: 0.0993 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9737 - loss: 0.0891 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9889 - loss: 0.0462 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9672 - loss: 0.1238 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9761 - loss: 0.0742 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0475 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.9827 - loss: 0.0478 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0448 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9758 - loss: 0.0772 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9629 - loss: 0.0944 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0321 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0668 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9724 - loss: 0.0524 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0298 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9625 - loss: 0.1056 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9693 - loss: 0.0632 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9804 - loss: 0.0561 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.9810 - loss: 0.0392 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9685 - loss: 0.0977 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9801 - loss: 0.0673 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9897 - loss: 0.0408 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.9960 - loss: 0.0187 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9874 - loss: 0.0406 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9639 - loss: 0.0606 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9908 - loss: 0.0301 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9885 - loss: 0.0576 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9812 - loss: 0.0554 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.9789 - loss: 0.0461 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9974 - loss: 0.0136 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9706 - loss: 0.0794 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9731 - loss: 0.0465 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9545 - loss: 0.1214 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0314 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9429 - loss: 0.1379 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9907 - loss: 0.0321 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9723 - loss: 0.0525 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.0608 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9749 - loss: 0.0455 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9886 - loss: 0.0454 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9715 - loss: 0.0514 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9814 - loss: 0.0626 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9760 - loss: 0.0518 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9897 - loss: 0.0331 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9971 - loss: 0.0196 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9745 - loss: 0.1052 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0574 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9911 - loss: 0.0324 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9960 - loss: 0.0354 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9874 - loss: 0.0328 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9827 - loss: 0.0415 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.9814 - loss: 0.0558 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9822 - loss: 0.0423 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9822 - loss: 0.0488 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9774 - loss: 0.0975 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9842 - loss: 0.0610 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9821 - loss: 0.0505 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9855 - loss: 0.0378 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9844 - loss: 0.0616 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9737 - loss: 0.0607 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9751 - loss: 0.0535 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9696 - loss: 0.0470 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.9875 - loss: 0.0315 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9722 - loss: 0.0884 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9553 - loss: 0.0908 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9967 - loss: 0.0235 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0779 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9586 - loss: 0.0509 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9782 - loss: 0.0707 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9882 - loss: 0.0373 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9607 - loss: 0.0742 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9746 - loss: 0.0561 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9753 - loss: 0.0653 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9726 - loss: 0.0768 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9848 - loss: 0.0408 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9829 - loss: 0.0574 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9535 - loss: 0.1103 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9814 - loss: 0.0648 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9853 - loss: 0.0531 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0381 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0340 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0493 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9961 - loss: 0.0213 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9867 - loss: 0.0307 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9895 - loss: 0.0467 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9735 - loss: 0.0427 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9571 - loss: 0.1102 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9867 - loss: 0.0330 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0254 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 739us/step - accuracy: 0.9906 - loss: 0.0272 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9917 - loss: 0.0188 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 791us/step - accuracy: 0.9871 - loss: 0.0305 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9843 - loss: 0.0568 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9967 - loss: 0.0135 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.9900 - loss: 0.0369 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9887 - loss: 0.0213 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9913 - loss: 0.0280 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9528 - loss: 0.0870 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9912 - loss: 0.0297 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9938 - loss: 0.0340 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9918 - loss: 0.0277 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0175 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0318 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9839 - loss: 0.0438 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9664 - loss: 0.0460 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0302 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.0477 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.9971 - loss: 0.0195 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9964 - loss: 0.0198 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9953 - loss: 0.0403 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9807 - loss: 0.0402 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9835 - loss: 0.0548 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9922 - loss: 0.0316 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9971 - loss: 0.0194 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9971 - loss: 0.0176 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9896 - loss: 0.0399 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9966 - loss: 0.0154 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.9808 - loss: 0.0460 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9975 - loss: 0.0172 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9966 - loss: 0.0185 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9912 - loss: 0.0334 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9893 - loss: 0.0254 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9952 - loss: 0.0225 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9953 - loss: 0.0224 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9875 - loss: 0.0349 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9817 - loss: 0.0522 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9963 - loss: 0.0136 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9821 - loss: 0.0317 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9736 - loss: 0.0622 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9748 - loss: 0.0504 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9776 - loss: 0.0554 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.9890 - loss: 0.0378 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9837 - loss: 0.0458 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9969 - loss: 0.0189 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9573 - loss: 0.1078 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9954 - loss: 0.0207 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0271 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9877 - loss: 0.0327 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9823 - loss: 0.0412 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.9892 - loss: 0.0464 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9909 - loss: 0.0193 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9874 - loss: 0.0451 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9698 - loss: 0.0867 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9852 - loss: 0.0345 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.9604 - loss: 0.1129 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9838 - loss: 0.0451 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9869 - loss: 0.0235 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9910 - loss: 0.0263 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9905 - loss: 0.0287 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0201 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9877 - loss: 0.0297 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0353 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.9971 - loss: 0.0155 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9830 - loss: 0.0652 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9845 - loss: 0.0595 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0182 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9822 - loss: 0.0413 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0218 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9861 - loss: 0.0524 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0168 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9800 - loss: 0.0445 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.9703 - loss: 0.0523 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9971 - loss: 0.0162 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0377 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9919 - loss: 0.0338 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9820 - loss: 0.0461 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0431 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9733 - loss: 0.0728 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9942 - loss: 0.0225 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9731 - loss: 0.0605 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0279 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0306 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9832 - loss: 0.0527 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9886 - loss: 0.0585 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0283 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9736 - loss: 0.0524 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0316 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9708 - loss: 0.0658 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9755 - loss: 0.0413 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9897 - loss: 0.0318 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9678 - loss: 0.0544 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9970 - loss: 0.0189 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0554 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9809 - loss: 0.0450 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9962 - loss: 0.0201 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9896 - loss: 0.0344 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0493 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9359 - loss: 0.1249 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9786 - loss: 0.0378 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9905 - loss: 0.0291 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9828 - loss: 0.0335 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0346 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9676 - loss: 0.0566 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9875 - loss: 0.0205 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.9911 - loss: 0.0189 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9922 - loss: 0.0301 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9919 - loss: 0.0269 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0215 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9937 - loss: 0.0240 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9863 - loss: 0.0363 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.9953 - loss: 0.0253 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9877 - loss: 0.0247 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9744 - loss: 0.0522 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9852 - loss: 0.0408 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9965 - loss: 0.0126 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.9877 - loss: 0.0318 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9675 - loss: 0.0667 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0460 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9797 - loss: 0.0319 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9959 - loss: 0.0196 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.0355 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9852 - loss: 0.0459 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9884 - loss: 0.0474 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0210 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9887 - loss: 0.0322 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9808 - loss: 0.0645 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9879 - loss: 0.0234 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9791 - loss: 0.0382 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9664 - loss: 0.0712 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0217 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9815 - loss: 0.0507 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9949 - loss: 0.0175 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9857 - loss: 0.0277 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9879 - loss: 0.0307 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9918 - loss: 0.0323 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9931 - loss: 0.0246 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9932 - loss: 0.0311 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9911 - loss: 0.0194 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9975 - loss: 0.0147 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9656 - loss: 0.0502 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9990 - loss: 0.0157 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9955 - loss: 0.0193 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9952 - loss: 0.0214 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9941 - loss: 0.0147 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.9837 - loss: 0.0284 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9917 - loss: 0.0306 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9974 - loss: 0.0158 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.9851 - loss: 0.0245 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9763 - loss: 0.0426 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9636 - loss: 0.0419 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9862 - loss: 0.0386 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9962 - loss: 0.0150 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.9922 - loss: 0.0254 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9793 - loss: 0.0488
scores
[93.12499761581421, 97.50000238418579, 98.7500011920929, 98.7500011920929, 98.7500011920929]
scores_3nodes = scores
plt.bar(num_layers, scores_3nodes)
plt.xlabel('Number of Layers')
plt.ylabel('Accuracy')
plt.title('Accuracy by Number of Layers with 3 Nodes')
plt.show()
Our highest results with 3 nodes come from 3+ layers. Results are similar to with 2 nodes.
scores = []
for num_layer in num_layers:
model = Sequential()
model.add(Dense(4, input_dim=2, activation='tanh'))
for _ in range(num_layer-1):
model.add(Dense(4, activation='tanh'))
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer='sgd', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400)
# Append accuracy to array
scores.append(model.evaluate(X, y)[1]*100)
Epoch 1/400
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5363 - loss: 0.7216 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4804 - loss: 0.7183 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5572 - loss: 0.7104 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4738 - loss: 0.7344 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4689 - loss: 0.7345 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.5655 - loss: 0.7061 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.5147 - loss: 0.7048 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5316 - loss: 0.6973 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6134 - loss: 0.6693 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5204 - loss: 0.6837 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5626 - loss: 0.6758 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5253 - loss: 0.6820 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5260 - loss: 0.6759 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4183 - loss: 0.7120 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4823 - loss: 0.6915 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5202 - loss: 0.6795 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5560 - loss: 0.6672 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4897 - loss: 0.6793 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5474 - loss: 0.6733 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.5246 - loss: 0.6706 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4913 - loss: 0.6759 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4626 - loss: 0.6821 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5750 - loss: 0.6569 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3994 - loss: 0.6865 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5498 - loss: 0.6595 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5890 - loss: 0.6569 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4749 - loss: 0.6658 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5096 - loss: 0.6660 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5550 - loss: 0.6555 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5587 - loss: 0.6487 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3880 - loss: 0.6826 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5537 - loss: 0.6566 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 746us/step - accuracy: 0.5239 - loss: 0.6474 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5654 - loss: 0.6412 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.5105 - loss: 0.6533 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5765 - loss: 0.6441 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 722us/step - accuracy: 0.5829 - loss: 0.6326 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5140 - loss: 0.6472 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5836 - loss: 0.6284 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5562 - loss: 0.6376 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5921 - loss: 0.6287 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5949 - loss: 0.6235 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6201 - loss: 0.6135 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6652 - loss: 0.5949 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6351 - loss: 0.6163 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7255 - loss: 0.5799 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6325 - loss: 0.6163 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7035 - loss: 0.6101 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6786 - loss: 0.5927 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7237 - loss: 0.6050 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7910 - loss: 0.5725 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.7716 - loss: 0.5780 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7553 - loss: 0.5768 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7959 - loss: 0.5728 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.8161 - loss: 0.5468 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8170 - loss: 0.5601 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8456 - loss: 0.5598 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.5280 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8961 - loss: 0.5513 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9062 - loss: 0.5380 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9071 - loss: 0.5275 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8926 - loss: 0.5281 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9410 - loss: 0.5019 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9449 - loss: 0.5007 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8781 - loss: 0.4916 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9240 - loss: 0.4926 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9303 - loss: 0.4803 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9172 - loss: 0.4619 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9395 - loss: 0.4623 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9084 - loss: 0.4826 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.8871 - loss: 0.4781 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.9444 - loss: 0.4725 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 737us/step - accuracy: 0.9428 - loss: 0.4338 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9074 - loss: 0.4461 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.9293 - loss: 0.4392 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 773us/step - accuracy: 0.8937 - loss: 0.4268 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9205 - loss: 0.4344 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 745us/step - accuracy: 0.8997 - loss: 0.4314 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.9628 - loss: 0.3795 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 692us/step - accuracy: 0.9477 - loss: 0.3930 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.8974 - loss: 0.4147 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 751us/step - accuracy: 0.9194 - loss: 0.3811 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 760us/step - accuracy: 0.9217 - loss: 0.4014 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.9104 - loss: 0.3681 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9322 - loss: 0.3407 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 681us/step - accuracy: 0.9435 - loss: 0.3782 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 732us/step - accuracy: 0.9036 - loss: 0.3575 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9068 - loss: 0.3602 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9275 - loss: 0.3428 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.9273 - loss: 0.3595 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9195 - loss: 0.3457 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9373 - loss: 0.3287 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.8880 - loss: 0.3481 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.9281 - loss: 0.3280 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 755us/step - accuracy: 0.9440 - loss: 0.2942 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 744us/step - accuracy: 0.9060 - loss: 0.3249 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9008 - loss: 0.3378 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.3081 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9184 - loss: 0.3172 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9141 - loss: 0.2989 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9588 - loss: 0.2992 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.9357 - loss: 0.2909 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.8998 - loss: 0.2915 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 759us/step - accuracy: 0.8992 - loss: 0.3059 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9134 - loss: 0.3013 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - accuracy: 0.9324 - loss: 0.2779 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.9547 - loss: 0.2512 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.8978 - loss: 0.3059 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9406 - loss: 0.2790 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9299 - loss: 0.2895 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9454 - loss: 0.2527 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.9617 - loss: 0.2452 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9187 - loss: 0.2676 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 719us/step - accuracy: 0.9259 - loss: 0.2634 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 697us/step - accuracy: 0.9479 - loss: 0.2739 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 751us/step - accuracy: 0.9467 - loss: 0.2462 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9312 - loss: 0.2545 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9267 - loss: 0.2626 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9229 - loss: 0.2676 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9507 - loss: 0.2222 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9470 - loss: 0.2331 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9244 - loss: 0.2687 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 710us/step - accuracy: 0.9285 - loss: 0.2489 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 738us/step - accuracy: 0.8928 - loss: 0.2816 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.9392 - loss: 0.2530 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9230 - loss: 0.2658 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9715 - loss: 0.1969 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9538 - loss: 0.2075 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9309 - loss: 0.2251 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9526 - loss: 0.2098 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9457 - loss: 0.2360 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9479 - loss: 0.2226 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9455 - loss: 0.2135 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9568 - loss: 0.2302 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9241 - loss: 0.2154 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9007 - loss: 0.2570 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9384 - loss: 0.2048 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9168 - loss: 0.2519 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 670us/step - accuracy: 0.9386 - loss: 0.2284 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9395 - loss: 0.2081 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.9204 - loss: 0.2337 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 690us/step - accuracy: 0.9138 - loss: 0.2412 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - accuracy: 0.9310 - loss: 0.2105 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.9257 - loss: 0.2400 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9056 - loss: 0.2119 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9369 - loss: 0.2134 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9483 - loss: 0.1903 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9461 - loss: 0.2045 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9154 - loss: 0.2346 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9517 - loss: 0.1897 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9133 - loss: 0.2222 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9030 - loss: 0.2400 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9430 - loss: 0.2138 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9502 - loss: 0.1854 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.9241 - loss: 0.2032 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9404 - loss: 0.1877 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9058 - loss: 0.2480 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9130 - loss: 0.2345 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.9169 - loss: 0.1938 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9479 - loss: 0.1878 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 708us/step - accuracy: 0.9373 - loss: 0.1919 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9599 - loss: 0.1738 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.9453 - loss: 0.1819 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.9514 - loss: 0.1961 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9088 - loss: 0.2452 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9525 - loss: 0.1787 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9508 - loss: 0.1811 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9558 - loss: 0.1901 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8950 - loss: 0.2330 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9066 - loss: 0.2320 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.9240 - loss: 0.1991 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9317 - loss: 0.2038 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9620 - loss: 0.1726 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9072 - loss: 0.2121 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9169 - loss: 0.2176 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9380 - loss: 0.1700 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9195 - loss: 0.2043 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9081 - loss: 0.1952 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8849 - loss: 0.2318 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9216 - loss: 0.2035 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9324 - loss: 0.1873 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9261 - loss: 0.1966 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.9298 - loss: 0.1915 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9057 - loss: 0.1905 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9390 - loss: 0.1889 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 772us/step - accuracy: 0.9229 - loss: 0.1959 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9459 - loss: 0.1845 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9538 - loss: 0.1607 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.9123 - loss: 0.2094 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9011 - loss: 0.2253 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9489 - loss: 0.1751 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9375 - loss: 0.2024 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9342 - loss: 0.1533 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 746us/step - accuracy: 0.8888 - loss: 0.2184 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 739us/step - accuracy: 0.9262 - loss: 0.2061 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.9028 - loss: 0.2328 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9433 - loss: 0.1513 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9567 - loss: 0.1538 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9048 - loss: 0.1959 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9408 - loss: 0.1727 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.9282 - loss: 0.1832 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9426 - loss: 0.1712 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9314 - loss: 0.1765 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9517 - loss: 0.1483 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 772us/step - accuracy: 0.9083 - loss: 0.2027 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.9316 - loss: 0.1837 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9536 - loss: 0.1511 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9336 - loss: 0.1809 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9069 - loss: 0.2061 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.9472 - loss: 0.1524 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9546 - loss: 0.1545 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 751us/step - accuracy: 0.9358 - loss: 0.1793 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 698us/step - accuracy: 0.9263 - loss: 0.1925 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 765us/step - accuracy: 0.9378 - loss: 0.1846 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9590 - loss: 0.1507 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.8988 - loss: 0.2017 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9486 - loss: 0.1847 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9465 - loss: 0.1582 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9463 - loss: 0.1614 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9317 - loss: 0.1834 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9422 - loss: 0.1582 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.9422 - loss: 0.1720 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.9298 - loss: 0.1600 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9205 - loss: 0.1564 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9586 - loss: 0.1537 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9174 - loss: 0.1794 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9312 - loss: 0.2070 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8751 - loss: 0.2449 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 762us/step - accuracy: 0.9276 - loss: 0.1875 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9373 - loss: 0.1770 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9440 - loss: 0.1871 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 749us/step - accuracy: 0.9462 - loss: 0.1610 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.9477 - loss: 0.1759 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.9389 - loss: 0.1646 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9379 - loss: 0.1887 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9622 - loss: 0.1498 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9122 - loss: 0.1880 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 697us/step - accuracy: 0.9114 - loss: 0.2230 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9496 - loss: 0.1496 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.9263 - loss: 0.1790 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.9486 - loss: 0.1539 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.9320 - loss: 0.1441 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.9491 - loss: 0.1545 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 712us/step - accuracy: 0.9522 - loss: 0.1393 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9238 - loss: 0.1765 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9389 - loss: 0.1583 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9062 - loss: 0.1910 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9246 - loss: 0.1921 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9220 - loss: 0.1762 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9274 - loss: 0.1873 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.9218 - loss: 0.2075 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9391 - loss: 0.1541 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9171 - loss: 0.1745 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9266 - loss: 0.1763 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9450 - loss: 0.1437 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9247 - loss: 0.1674 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9292 - loss: 0.1911 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9287 - loss: 0.1635 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9519 - loss: 0.1516 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9382 - loss: 0.1535 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9332 - loss: 0.1553 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9406 - loss: 0.1781 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9299 - loss: 0.1799 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.9431 - loss: 0.1663 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9256 - loss: 0.1989 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.9292 - loss: 0.1667 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9392 - loss: 0.1565 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9188 - loss: 0.1958 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.9483 - loss: 0.1586 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9421 - loss: 0.1431 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.9453 - loss: 0.1665 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9259 - loss: 0.1751 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9464 - loss: 0.1655 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9413 - loss: 0.1742 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9407 - loss: 0.1555 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9195 - loss: 0.1573 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9281 - loss: 0.1699 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 710us/step - accuracy: 0.9432 - loss: 0.1520 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 694us/step - accuracy: 0.9450 - loss: 0.1674 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.9288 - loss: 0.1654 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - accuracy: 0.9485 - loss: 0.1524 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9320 - loss: 0.1903 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9451 - loss: 0.1751 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9496 - loss: 0.1447 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9161 - loss: 0.1763 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9009 - loss: 0.1968 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9389 - loss: 0.1721 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9535 - loss: 0.1488 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9338 - loss: 0.1694 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9329 - loss: 0.1631 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9037 - loss: 0.1811 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9529 - loss: 0.1482 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.9281 - loss: 0.1821 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9009 - loss: 0.1800 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9442 - loss: 0.1852 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9421 - loss: 0.1420 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9433 - loss: 0.1581 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9125 - loss: 0.1810 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9378 - loss: 0.1624 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9370 - loss: 0.1775 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9347 - loss: 0.1503 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9237 - loss: 0.1875 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9395 - loss: 0.1313 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8914 - loss: 0.2572 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.9575 - loss: 0.1670 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9243 - loss: 0.1743 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9448 - loss: 0.1501 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9543 - loss: 0.1381 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9313 - loss: 0.1630 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9209 - loss: 0.1604 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9201 - loss: 0.1688 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9284 - loss: 0.1683 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9324 - loss: 0.1352 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 736us/step - accuracy: 0.9350 - loss: 0.1646 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9525 - loss: 0.1359 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9424 - loss: 0.1745 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9249 - loss: 0.1845 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9380 - loss: 0.1390 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9259 - loss: 0.1678 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9322 - loss: 0.1625 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9041 - loss: 0.2076 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.9611 - loss: 0.1393 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9475 - loss: 0.1773 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9419 - loss: 0.1635 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9309 - loss: 0.1874 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9261 - loss: 0.1797 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9324 - loss: 0.1507 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9471 - loss: 0.1436 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9550 - loss: 0.1338 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9074 - loss: 0.2085 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9409 - loss: 0.1391 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9254 - loss: 0.1694 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9393 - loss: 0.1509 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9310 - loss: 0.1750 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 735us/step - accuracy: 0.9202 - loss: 0.1429 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.9406 - loss: 0.1402 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9030 - loss: 0.2082 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9277 - loss: 0.1624 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9065 - loss: 0.1651 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9366 - loss: 0.1509 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9330 - loss: 0.2005 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9220 - loss: 0.1723 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9727 - loss: 0.1263 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.9433 - loss: 0.1587 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9341 - loss: 0.1847 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 751us/step - accuracy: 0.9727 - loss: 0.1154 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9348 - loss: 0.1637 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9554 - loss: 0.1575 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.9446 - loss: 0.1451 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.9192 - loss: 0.1804 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9416 - loss: 0.1581 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9255 - loss: 0.1692 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.8854 - loss: 0.2128 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.9174 - loss: 0.1816 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.9587 - loss: 0.1333 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9080 - loss: 0.1786 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9288 - loss: 0.1541 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9077 - loss: 0.1675 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9162 - loss: 0.1591 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9381 - loss: 0.1445 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.9371 - loss: 0.1800 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9236 - loss: 0.1985 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9136 - loss: 0.2045 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9348 - loss: 0.1370 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9355 - loss: 0.1480 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9612 - loss: 0.1337 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9674 - loss: 0.1191 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9685 - loss: 0.1167 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9522 - loss: 0.1559 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.9691 - loss: 0.1190 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9429 - loss: 0.1457 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9209 - loss: 0.1887 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9471 - loss: 0.1329 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9497 - loss: 0.1512 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.9622 - loss: 0.1229 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9184 - loss: 0.2125 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9463 - loss: 0.1557 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9434 - loss: 0.1553 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.8842 - loss: 0.2001 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.9182 - loss: 0.1514 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9413 - loss: 0.1400 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9361 - loss: 0.1484 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9425 - loss: 0.1450 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.8842 - loss: 0.2223 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 741us/step - accuracy: 0.9279 - loss: 0.1641 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9657 - loss: 0.1283 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9165 - loss: 0.1833 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9714 - loss: 0.1133 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9346 - loss: 0.1559 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9194 - loss: 0.1628 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.9211 - loss: 0.1665 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9200 - loss: 0.1611 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9411 - loss: 0.1279 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9384 - loss: 0.1398 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9382 - loss: 0.1577 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.9434 - loss: 0.1484 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9658 - loss: 0.1392 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9758 - loss: 0.1127 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9580 - loss: 0.1201 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9173 - loss: 0.1760 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9115 - loss: 0.1764 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4872 - loss: 0.6976 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5708 - loss: 0.6914 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.5204 - loss: 0.6920 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5351 - loss: 0.6953 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.5287 - loss: 0.6922 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5680 - loss: 0.6885 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.4843 - loss: 0.6943 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5342 - loss: 0.6888 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.5715 - loss: 0.6889 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.4744 - loss: 0.6920 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.4403 - loss: 0.6902 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5126 - loss: 0.6912 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.5115 - loss: 0.6839 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5037 - loss: 0.6826 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6097 - loss: 0.6855 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5512 - loss: 0.6823 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5711 - loss: 0.6810 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6108 - loss: 0.6773 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5957 - loss: 0.6780 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.6212 - loss: 0.6765 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6718 - loss: 0.6719 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6677 - loss: 0.6710 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7532 - loss: 0.6679 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8005 - loss: 0.6653 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.7391 - loss: 0.6637 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7689 - loss: 0.6608 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.7790 - loss: 0.6608 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8029 - loss: 0.6547 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7913 - loss: 0.6515 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8060 - loss: 0.6537 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8259 - loss: 0.6386 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.7895 - loss: 0.6440 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8271 - loss: 0.6276 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.8455 - loss: 0.6222 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8350 - loss: 0.6166 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8445 - loss: 0.6078 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.8387 - loss: 0.6073 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8399 - loss: 0.5993 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8648 - loss: 0.5949 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.5672 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8633 - loss: 0.5785 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.8611 - loss: 0.5543 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8799 - loss: 0.5489 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8433 - loss: 0.5433 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9202 - loss: 0.5032 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8519 - loss: 0.5160 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 711us/step - accuracy: 0.8899 - loss: 0.5045 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8958 - loss: 0.4923 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8928 - loss: 0.4900 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8980 - loss: 0.4748 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8651 - loss: 0.4437 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.9121 - loss: 0.4387 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8548 - loss: 0.4504 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8649 - loss: 0.4246 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.8797 - loss: 0.4246 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9027 - loss: 0.3970 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.9069 - loss: 0.3781 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9263 - loss: 0.3613 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8954 - loss: 0.3708 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9232 - loss: 0.3505 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9081 - loss: 0.3436 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8646 - loss: 0.3766 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.8681 - loss: 0.3597 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.9088 - loss: 0.3245 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9324 - loss: 0.3324 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.8681 - loss: 0.3828 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9205 - loss: 0.2930 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9267 - loss: 0.2851 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.9079 - loss: 0.3127 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9310 - loss: 0.2728 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9403 - loss: 0.2594 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9354 - loss: 0.2677 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9401 - loss: 0.2393 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9133 - loss: 0.2604 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.9046 - loss: 0.2687 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9124 - loss: 0.2628 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9013 - loss: 0.2594 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9132 - loss: 0.2535 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.9529 - loss: 0.2379 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9043 - loss: 0.2399 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9267 - loss: 0.2386 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9123 - loss: 0.2433 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9145 - loss: 0.2641 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9395 - loss: 0.2110 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9082 - loss: 0.2296 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - accuracy: 0.9381 - loss: 0.1940 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9405 - loss: 0.2138 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9405 - loss: 0.2052 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9216 - loss: 0.2178 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9478 - loss: 0.1781 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.9313 - loss: 0.2118 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9648 - loss: 0.1847 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9306 - loss: 0.2214 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9512 - loss: 0.1939 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9441 - loss: 0.1928 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9679 - loss: 0.1804 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.9556 - loss: 0.1739 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - accuracy: 0.9453 - loss: 0.1792 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.9656 - loss: 0.1635 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.9744 - loss: 0.1458 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9686 - loss: 0.1715 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9459 - loss: 0.1605 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.9444 - loss: 0.1813 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9754 - loss: 0.1453 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9251 - loss: 0.2112 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9765 - loss: 0.1548 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.9711 - loss: 0.1368 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9622 - loss: 0.1683 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9269 - loss: 0.2064 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9422 - loss: 0.1944 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.9264 - loss: 0.2108 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.1480 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.1169 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9625 - loss: 0.1561 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - accuracy: 0.9783 - loss: 0.1464 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9816 - loss: 0.1283 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.9672 - loss: 0.1447 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9807 - loss: 0.1296 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9876 - loss: 0.1156 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9616 - loss: 0.1340 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.9721 - loss: 0.1382 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9756 - loss: 0.1283 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9680 - loss: 0.1196 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9492 - loss: 0.1450 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9806 - loss: 0.1237 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9610 - loss: 0.1402 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9323 - loss: 0.1618 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9633 - loss: 0.1506 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9877 - loss: 0.1108 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.1236 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9876 - loss: 0.1072 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9637 - loss: 0.1255 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.9446 - loss: 0.1394 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.9733 - loss: 0.1079 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9578 - loss: 0.1246 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9724 - loss: 0.0975 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9776 - loss: 0.1038 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - accuracy: 0.9842 - loss: 0.1068 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9888 - loss: 0.1072 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9634 - loss: 0.1632 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9735 - loss: 0.0999 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9653 - loss: 0.1114 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9591 - loss: 0.1076 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9846 - loss: 0.0914 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9856 - loss: 0.1041 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 762us/step - accuracy: 0.9423 - loss: 0.1229 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9686 - loss: 0.1245 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9719 - loss: 0.1193 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9670 - loss: 0.1119 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9464 - loss: 0.1190 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.9864 - loss: 0.0763 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9759 - loss: 0.1044 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9680 - loss: 0.0981 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9466 - loss: 0.1276 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.9798 - loss: 0.0706 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9724 - loss: 0.0944 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9885 - loss: 0.1008 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9736 - loss: 0.1017 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9482 - loss: 0.1058 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9808 - loss: 0.0794 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9507 - loss: 0.1070 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.9810 - loss: 0.0698 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9787 - loss: 0.0836 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9782 - loss: 0.0748 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9818 - loss: 0.0832 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9681 - loss: 0.0917 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9721 - loss: 0.0825 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.9789 - loss: 0.1023 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.9866 - loss: 0.0719 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 711us/step - accuracy: 0.9305 - loss: 0.1288 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9903 - loss: 0.0755 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0819 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9831 - loss: 0.0772 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9730 - loss: 0.0997 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0819 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9947 - loss: 0.0691 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9769 - loss: 0.0943 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9726 - loss: 0.0773 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9853 - loss: 0.0834 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9891 - loss: 0.0603 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9576 - loss: 0.1027 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9834 - loss: 0.0841 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9719 - loss: 0.1024 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9728 - loss: 0.0715 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9727 - loss: 0.0849 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9813 - loss: 0.0636 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9803 - loss: 0.0893 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9833 - loss: 0.0733 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.9663 - loss: 0.0666 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9751 - loss: 0.0715 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - accuracy: 0.9923 - loss: 0.0477 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9885 - loss: 0.0588 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9829 - loss: 0.0546 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9941 - loss: 0.0629 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9784 - loss: 0.0769 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9560 - loss: 0.1039 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9786 - loss: 0.0895 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9733 - loss: 0.0729 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9758 - loss: 0.0736 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9858 - loss: 0.0555 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9905 - loss: 0.0509 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0508 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9951 - loss: 0.0577 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9504 - loss: 0.0770 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9954 - loss: 0.0461 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9862 - loss: 0.0707 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.9840 - loss: 0.0644 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9865 - loss: 0.0642 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9802 - loss: 0.0817 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9941 - loss: 0.0529 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9714 - loss: 0.0714 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9900 - loss: 0.0465 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0599 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9942 - loss: 0.0478 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.9932 - loss: 0.0528 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9876 - loss: 0.0715 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9785 - loss: 0.0610 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0411 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9887 - loss: 0.0396 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9560 - loss: 0.0921 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9868 - loss: 0.0524 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9988 - loss: 0.0415 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0445 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.9838 - loss: 0.0531 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9861 - loss: 0.0544 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9826 - loss: 0.0636 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9938 - loss: 0.0448 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0451 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9957 - loss: 0.0433 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9906 - loss: 0.0448 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9973 - loss: 0.0413 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9932 - loss: 0.0466 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9925 - loss: 0.0483 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0531 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 757us/step - accuracy: 0.9919 - loss: 0.0508 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0536 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.9803 - loss: 0.0550 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9929 - loss: 0.0460 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 745us/step - accuracy: 0.9848 - loss: 0.0420 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9901 - loss: 0.0515 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9971 - loss: 0.0430 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.9876 - loss: 0.0443 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9878 - loss: 0.0496 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9835 - loss: 0.0682 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0448 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9830 - loss: 0.0482 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9699 - loss: 0.0588 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 728us/step - accuracy: 0.9814 - loss: 0.0665 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9983 - loss: 0.0370 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9922 - loss: 0.0421 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9826 - loss: 0.0585 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 764us/step - accuracy: 0.9810 - loss: 0.0449 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9869 - loss: 0.0405 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9777 - loss: 0.0573 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9991 - loss: 0.0359 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9874 - loss: 0.0491 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.9922 - loss: 0.0414 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0347 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 755us/step - accuracy: 0.9964 - loss: 0.0399 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0509 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9880 - loss: 0.0637 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 761us/step - accuracy: 0.9929 - loss: 0.0324 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - accuracy: 0.9923 - loss: 0.0429 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9825 - loss: 0.0463 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9951 - loss: 0.0392 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9939 - loss: 0.0398 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9821 - loss: 0.0416 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9918 - loss: 0.0393 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9847 - loss: 0.0515 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9842 - loss: 0.0328 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0360 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9800 - loss: 0.0622 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9971 - loss: 0.0329 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9946 - loss: 0.0566 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.9862 - loss: 0.0574 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9788 - loss: 0.0491 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9805 - loss: 0.0470 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9838 - loss: 0.0587 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0478 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9942 - loss: 0.0357 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9902 - loss: 0.0527 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9963 - loss: 0.0258 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0424 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9934 - loss: 0.0410 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9918 - loss: 0.0391 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0308 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9987 - loss: 0.0282 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9585 - loss: 0.0648 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.9869 - loss: 0.0357 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9940 - loss: 0.0312 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 764us/step - accuracy: 0.9907 - loss: 0.0464 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9838 - loss: 0.0491 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9886 - loss: 0.0352 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9917 - loss: 0.0371 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9950 - loss: 0.0363 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9881 - loss: 0.0357 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9798 - loss: 0.0381 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9868 - loss: 0.0396 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9920 - loss: 0.0437 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.9872 - loss: 0.0414 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9645 - loss: 0.0565 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9897 - loss: 0.0315 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.9755 - loss: 0.0544 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9907 - loss: 0.0438 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0432 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9782 - loss: 0.0426 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0372 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 758us/step - accuracy: 0.9947 - loss: 0.0582 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0510 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9928 - loss: 0.0332 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9907 - loss: 0.0448 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9714 - loss: 0.0412 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9840 - loss: 0.0318 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.9940 - loss: 0.0400 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9794 - loss: 0.0456 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9765 - loss: 0.0418 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9978 - loss: 0.0241 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.9913 - loss: 0.0408 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 773us/step - accuracy: 0.9877 - loss: 0.0499 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9934 - loss: 0.0265 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9895 - loss: 0.0347 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9952 - loss: 0.0242 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9913 - loss: 0.0360 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9925 - loss: 0.0398 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9904 - loss: 0.0285 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9980 - loss: 0.0271 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9930 - loss: 0.0407 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9975 - loss: 0.0266 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9786 - loss: 0.0465 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9990 - loss: 0.0251 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.9926 - loss: 0.0431 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9921 - loss: 0.0380 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0429 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0311 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9658 - loss: 0.0411 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9877 - loss: 0.0412 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9646 - loss: 0.0551 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9769 - loss: 0.0413 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - accuracy: 0.9930 - loss: 0.0275 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9764 - loss: 0.0611 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9963 - loss: 0.0269 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9870 - loss: 0.0282 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9988 - loss: 0.0249 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9935 - loss: 0.0312 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9955 - loss: 0.0291 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.9884 - loss: 0.0430 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9919 - loss: 0.0258 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9911 - loss: 0.0388 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.9837 - loss: 0.0274 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9742 - loss: 0.0565 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9971 - loss: 0.0250 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0365 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9754 - loss: 0.0470 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9621 - loss: 0.0406 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9837 - loss: 0.0389 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9911 - loss: 0.0438 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0364 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0366 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9919 - loss: 0.0367 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9856 - loss: 0.0353 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9749 - loss: 0.0522 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0261 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9965 - loss: 0.0229 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9985 - loss: 0.0315 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9764 - loss: 0.0393 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9947 - loss: 0.0216 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0350 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9808 - loss: 0.0357 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.9881 - loss: 0.0288 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9870 - loss: 0.0260 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9910 - loss: 0.0210 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9786 - loss: 0.0434 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9651 - loss: 0.0428 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.9886 - loss: 0.0234 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.9904 - loss: 0.0279 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9785 - loss: 0.0449 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0214 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9753 - loss: 0.0324 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.9876 - loss: 0.0416 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9921 - loss: 0.0242 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9906 - loss: 0.0333 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.9690 - loss: 0.0473 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9820 - loss: 0.0428 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9671 - loss: 0.0449 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9816 - loss: 0.0340 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9921 - loss: 0.0350 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0265 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9916 - loss: 0.0226 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9954 - loss: 0.0321 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0266 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.9781 - loss: 0.0438 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9973 - loss: 0.0297 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.9984 - loss: 0.0192 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9831 - loss: 0.0328 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.9972 - loss: 0.0526 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9737 - loss: 0.0375 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9789 - loss: 0.0280 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9872 - loss: 0.0284 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.9947 - loss: 0.0285 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 745us/step - accuracy: 0.9761 - loss: 0.0310 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - accuracy: 0.9902 - loss: 0.0328 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5463 - loss: 0.6900 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5812 - loss: 0.6835 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5029 - loss: 0.6995 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4664 - loss: 0.6909 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5763 - loss: 0.6833 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4821 - loss: 0.6833 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5353 - loss: 0.6759 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6133 - loss: 0.6731 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4966 - loss: 0.6689 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5926 - loss: 0.6702 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.6770 - loss: 0.6590 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.7657 - loss: 0.6502 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.8421 - loss: 0.6283 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7866 - loss: 0.6391 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8168 - loss: 0.6187 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.7510 - loss: 0.6260 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8497 - loss: 0.5997 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8198 - loss: 0.5881 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.8345 - loss: 0.5662 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8503 - loss: 0.5532 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.8099 - loss: 0.5389 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9357 - loss: 0.4861 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8727 - loss: 0.4906 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.8531 - loss: 0.4725 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8884 - loss: 0.4337 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8643 - loss: 0.4419 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8940 - loss: 0.3994 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.8861 - loss: 0.3800 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 737us/step - accuracy: 0.8844 - loss: 0.3885 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9143 - loss: 0.3375 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9195 - loss: 0.3230 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8932 - loss: 0.3143 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8956 - loss: 0.2981 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9148 - loss: 0.3002 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.8996 - loss: 0.3021 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9256 - loss: 0.2769 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8843 - loss: 0.2989 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8937 - loss: 0.2719 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.8764 - loss: 0.3016 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9227 - loss: 0.2234 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8741 - loss: 0.2974 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9270 - loss: 0.2143 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9012 - loss: 0.2225 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8931 - loss: 0.2557 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.9224 - loss: 0.2295 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - accuracy: 0.8868 - loss: 0.2471 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9039 - loss: 0.2231 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8906 - loss: 0.2299 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9022 - loss: 0.2301 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.9238 - loss: 0.1784 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9530 - loss: 0.1573 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9371 - loss: 0.1684 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9789 - loss: 0.1482 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9579 - loss: 0.1536 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9573 - loss: 0.1461 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9763 - loss: 0.1335 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9835 - loss: 0.1050 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9704 - loss: 0.1139 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9650 - loss: 0.1195 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9088 - loss: 0.1915 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.1132 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9365 - loss: 0.1279 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9590 - loss: 0.1153 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9730 - loss: 0.1098 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9498 - loss: 0.1123 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9839 - loss: 0.0843 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9961 - loss: 0.0762 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9553 - loss: 0.1353 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9818 - loss: 0.0849 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0691 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9702 - loss: 0.0872 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.9653 - loss: 0.0871 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9964 - loss: 0.0708 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9869 - loss: 0.0809 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9812 - loss: 0.0708 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 724us/step - accuracy: 0.9935 - loss: 0.0554 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9834 - loss: 0.0810 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9681 - loss: 0.0799 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9780 - loss: 0.0632 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9597 - loss: 0.0849 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9778 - loss: 0.0806 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9838 - loss: 0.0653 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9910 - loss: 0.0547 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9510 - loss: 0.0719 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9968 - loss: 0.0399 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0451 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9800 - loss: 0.0637 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9947 - loss: 0.0444 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9854 - loss: 0.0545 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9874 - loss: 0.0514 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9475 - loss: 0.0884 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9747 - loss: 0.0641 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9631 - loss: 0.0691 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9951 - loss: 0.0562 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9917 - loss: 0.0689 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.9705 - loss: 0.0784 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9850 - loss: 0.0626 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9731 - loss: 0.0617 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.9947 - loss: 0.0436 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9861 - loss: 0.0549 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9722 - loss: 0.0659 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9647 - loss: 0.0642 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.9781 - loss: 0.0515 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9773 - loss: 0.0544 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.9954 - loss: 0.0498 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0560 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.9860 - loss: 0.0438 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9768 - loss: 0.0586 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9739 - loss: 0.0578 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9921 - loss: 0.0457 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9962 - loss: 0.0370 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9906 - loss: 0.0374 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9607 - loss: 0.0684 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9926 - loss: 0.0501 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0282 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9803 - loss: 0.0471 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9985 - loss: 0.0294 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9784 - loss: 0.0397 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9912 - loss: 0.0405 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9889 - loss: 0.0352 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0440 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9900 - loss: 0.0369 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9875 - loss: 0.0455 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9869 - loss: 0.0497 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9631 - loss: 0.0720 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9962 - loss: 0.0289 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.0340 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.9982 - loss: 0.0270 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.9782 - loss: 0.0418 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9742 - loss: 0.0525 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9863 - loss: 0.0346 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9846 - loss: 0.0394 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9993 - loss: 0.0194 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9742 - loss: 0.0586 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9861 - loss: 0.0366 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9830 - loss: 0.0434 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9872 - loss: 0.0279 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0303 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9983 - loss: 0.0198 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9871 - loss: 0.0575 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0493 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0304 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9929 - loss: 0.0302 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0273 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9768 - loss: 0.0671 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0327 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9954 - loss: 0.0332 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.9887 - loss: 0.0448 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0299 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9978 - loss: 0.0212 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9831 - loss: 0.0304 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9824 - loss: 0.0347 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9859 - loss: 0.0440 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9755 - loss: 0.0469 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9751 - loss: 0.0397 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9981 - loss: 0.0364 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9861 - loss: 0.0492 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9821 - loss: 0.0376 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9834 - loss: 0.0293 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9970 - loss: 0.0263 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9957 - loss: 0.0249 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9834 - loss: 0.0358 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9876 - loss: 0.0320 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9793 - loss: 0.0425 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9832 - loss: 0.0297 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9897 - loss: 0.0324 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 761us/step - accuracy: 0.9927 - loss: 0.0310 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0379 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9902 - loss: 0.0212 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9963 - loss: 0.0316 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9768 - loss: 0.0397 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0275 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9903 - loss: 0.0387 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9665 - loss: 0.0440 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9810 - loss: 0.0514 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9985 - loss: 0.0177 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9848 - loss: 0.0313 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9830 - loss: 0.0343 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9645 - loss: 0.0652 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9900 - loss: 0.0232 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9433 - loss: 0.0695 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.9969 - loss: 0.0196 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9627 - loss: 0.0484 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.9634 - loss: 0.0522 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9865 - loss: 0.0276 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.9938 - loss: 0.0284 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0389 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0247 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.9911 - loss: 0.0210 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9721 - loss: 0.0407 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9856 - loss: 0.0324 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9773 - loss: 0.0437 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 739us/step - accuracy: 0.9767 - loss: 0.0384 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9959 - loss: 0.0212 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9825 - loss: 0.0353 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.9695 - loss: 0.0373 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9842 - loss: 0.0255 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.9815 - loss: 0.0343 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - accuracy: 0.9702 - loss: 0.0392 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9748 - loss: 0.0338 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9941 - loss: 0.0279 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9966 - loss: 0.0152 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9847 - loss: 0.0257 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9982 - loss: 0.0264 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9797 - loss: 0.0295 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9856 - loss: 0.0244 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9890 - loss: 0.0340 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0239 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9714 - loss: 0.0406 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9734 - loss: 0.0330 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9866 - loss: 0.0238 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9893 - loss: 0.0266 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9875 - loss: 0.0234 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.9770 - loss: 0.0330 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9791 - loss: 0.0310 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9941 - loss: 0.0170 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9883 - loss: 0.0306 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9965 - loss: 0.0217 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9917 - loss: 0.0376 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.9716 - loss: 0.0400 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.9880 - loss: 0.0207 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9764 - loss: 0.0355 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9921 - loss: 0.0313 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9914 - loss: 0.0213 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9909 - loss: 0.0271 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9843 - loss: 0.0268 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9903 - loss: 0.0259 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9964 - loss: 0.0184 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9809 - loss: 0.0263 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9576 - loss: 0.0520 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9780 - loss: 0.0324 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9667 - loss: 0.0436 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9776 - loss: 0.0310 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.9957 - loss: 0.0243 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9868 - loss: 0.0254 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9637 - loss: 0.0485 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9925 - loss: 0.0168 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9876 - loss: 0.0248 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9927 - loss: 0.0183 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0156 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9856 - loss: 0.0200 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9901 - loss: 0.0354 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9891 - loss: 0.0179 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9740 - loss: 0.0320 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9710 - loss: 0.0338 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9901 - loss: 0.0262 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0157 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.9717 - loss: 0.0343 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9662 - loss: 0.0395 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9984 - loss: 0.0162 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9752 - loss: 0.0456 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9802 - loss: 0.0322 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9894 - loss: 0.0229 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9825 - loss: 0.0245 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9874 - loss: 0.0227 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9786 - loss: 0.0453 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9683 - loss: 0.0358 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0182 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9927 - loss: 0.0289 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9872 - loss: 0.0258 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9924 - loss: 0.0328 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9756 - loss: 0.0282 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.9894 - loss: 0.0206 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9900 - loss: 0.0284 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9975 - loss: 0.0161 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0244 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0387 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9838 - loss: 0.0270 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9752 - loss: 0.0371 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9721 - loss: 0.0291 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9987 - loss: 0.0138 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9703 - loss: 0.0446 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9927 - loss: 0.0232 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0226 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9810 - loss: 0.0322 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9963 - loss: 0.0199 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9772 - loss: 0.0253 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9985 - loss: 0.0180 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 753us/step - accuracy: 0.9950 - loss: 0.0102 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9929 - loss: 0.0136 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9872 - loss: 0.0420 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9802 - loss: 0.0289 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9680 - loss: 0.0420 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.9844 - loss: 0.0378 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9912 - loss: 0.0253 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9728 - loss: 0.0317 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9979 - loss: 0.0164 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9989 - loss: 0.0121 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9891 - loss: 0.0222 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0412 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9680 - loss: 0.0336 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9811 - loss: 0.0218 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9907 - loss: 0.0301 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9741 - loss: 0.0352 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9743 - loss: 0.0311 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9821 - loss: 0.0225 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.9769 - loss: 0.0257 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0217 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9927 - loss: 0.0183 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9949 - loss: 0.0139 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9686 - loss: 0.0332 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9930 - loss: 0.0257 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9816 - loss: 0.0366 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9948 - loss: 0.0108 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9912 - loss: 0.0236 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.9955 - loss: 0.0158 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9795 - loss: 0.0353 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0123 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9855 - loss: 0.0212 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0242 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9908 - loss: 0.0150 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9806 - loss: 0.0263 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9902 - loss: 0.0188 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.9891 - loss: 0.0276 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9787 - loss: 0.0273 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9833 - loss: 0.0272 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9867 - loss: 0.0160 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9778 - loss: 0.0240 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0275 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9929 - loss: 0.0128 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 774us/step - accuracy: 0.9953 - loss: 0.0158 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9801 - loss: 0.0351 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.9856 - loss: 0.0229 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9857 - loss: 0.0326 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9847 - loss: 0.0253 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0307 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9918 - loss: 0.0134 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9869 - loss: 0.0194 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9940 - loss: 0.0156 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 731us/step - accuracy: 0.9844 - loss: 0.0328 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.0204 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9975 - loss: 0.0161 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9902 - loss: 0.0197 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0196 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9875 - loss: 0.0212 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9890 - loss: 0.0181 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9979 - loss: 0.0136 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9885 - loss: 0.0151 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9941 - loss: 0.0166 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0335 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.9768 - loss: 0.0359 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9942 - loss: 0.0195 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9905 - loss: 0.0221 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9922 - loss: 0.0204 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9660 - loss: 0.0326 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9843 - loss: 0.0227 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9729 - loss: 0.0287 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9858 - loss: 0.0194 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9867 - loss: 0.0314 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9662 - loss: 0.0327 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.9957 - loss: 0.0141 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9938 - loss: 0.0138 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9754 - loss: 0.0270 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.9898 - loss: 0.0302 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0348 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9986 - loss: 0.0093 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9860 - loss: 0.0187 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.9759 - loss: 0.0402 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9716 - loss: 0.0342 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9789 - loss: 0.0358 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9882 - loss: 0.0193 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.9788 - loss: 0.0272 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0155 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9965 - loss: 0.0149 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9928 - loss: 0.0239 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9596 - loss: 0.0456 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9827 - loss: 0.0221 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9889 - loss: 0.0164 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9967 - loss: 0.0203 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.9830 - loss: 0.0275 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9887 - loss: 0.0141 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.9946 - loss: 0.0129 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9860 - loss: 0.0223 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9976 - loss: 0.0178 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9791 - loss: 0.0293 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9690 - loss: 0.0330 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9887 - loss: 0.0207 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9947 - loss: 0.0234 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9881 - loss: 0.0175 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9612 - loss: 0.0361 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0173 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9873 - loss: 0.0210 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0135 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9870 - loss: 0.0421 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9892 - loss: 0.0267 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9949 - loss: 0.0165 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9721 - loss: 0.0461 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0228 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9778 - loss: 0.0345 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9760 - loss: 0.0250 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9992 - loss: 0.0208 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9980 - loss: 0.0096 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9876 - loss: 0.0151 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9869 - loss: 0.0390 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9905 - loss: 0.0235 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9859 - loss: 0.0172 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9782 - loss: 0.0344 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9804 - loss: 0.0297 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0139 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9896 - loss: 0.0222 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 0s/step - accuracy: 0.9928 - loss: 0.0205 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 908us/step - accuracy: 0.4381 - loss: 0.7449 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5243 - loss: 0.7004 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.6073 - loss: 0.6586 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5583 - loss: 0.6751 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.5139 - loss: 0.6638 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5555 - loss: 0.6526 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.6258 - loss: 0.6285 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6434 - loss: 0.6357 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6711 - loss: 0.6146 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.6876 - loss: 0.6009 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.7605 - loss: 0.5631 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.8407 - loss: 0.5482 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.7864 - loss: 0.5277 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8901 - loss: 0.5070 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8970 - loss: 0.4764 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9043 - loss: 0.4475 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9369 - loss: 0.4568 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9457 - loss: 0.4171 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9379 - loss: 0.3852 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8997 - loss: 0.3746 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.9503 - loss: 0.3619 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9362 - loss: 0.3407 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9257 - loss: 0.3173 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9330 - loss: 0.2956 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9601 - loss: 0.2338 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9540 - loss: 0.2356 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.9712 - loss: 0.2095 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9301 - loss: 0.2031 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9475 - loss: 0.2233 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9449 - loss: 0.1818 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9603 - loss: 0.1738 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9349 - loss: 0.1911 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9417 - loss: 0.1874 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.9756 - loss: 0.1420 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9236 - loss: 0.1764 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9217 - loss: 0.2136 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9466 - loss: 0.1589 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9541 - loss: 0.1609 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.9614 - loss: 0.1433 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9589 - loss: 0.1433 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9409 - loss: 0.1782 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9385 - loss: 0.1443 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9666 - loss: 0.1193 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.9663 - loss: 0.1056 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9482 - loss: 0.1649 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9617 - loss: 0.1082 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9614 - loss: 0.1114 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9822 - loss: 0.0942 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9761 - loss: 0.0802 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9754 - loss: 0.0914 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - accuracy: 0.9643 - loss: 0.1111 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9552 - loss: 0.1113 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9624 - loss: 0.1041 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9708 - loss: 0.0772 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0938 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9602 - loss: 0.1094 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.9803 - loss: 0.0820 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9455 - loss: 0.1026 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9553 - loss: 0.1088 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9553 - loss: 0.1077 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9740 - loss: 0.0893 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9563 - loss: 0.1099 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9449 - loss: 0.0821 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.9348 - loss: 0.0998 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9687 - loss: 0.0958 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.9662 - loss: 0.0803 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9899 - loss: 0.0516 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9919 - loss: 0.0610 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9506 - loss: 0.1019 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9874 - loss: 0.0520 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0765 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9707 - loss: 0.0822 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9832 - loss: 0.0721 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.9612 - loss: 0.0933 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9911 - loss: 0.0551 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9749 - loss: 0.0910 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9841 - loss: 0.0720 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9669 - loss: 0.0997 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9938 - loss: 0.0439 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9897 - loss: 0.0525 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9381 - loss: 0.0888 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9617 - loss: 0.0641 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9800 - loss: 0.0554 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0613 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9894 - loss: 0.0441 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9885 - loss: 0.0558 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.9463 - loss: 0.0943 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.9506 - loss: 0.0751 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.9748 - loss: 0.0612 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9820 - loss: 0.0486 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9758 - loss: 0.0599 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9829 - loss: 0.0452 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9933 - loss: 0.0387 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9586 - loss: 0.0602 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9669 - loss: 0.0622 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9831 - loss: 0.0500 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9925 - loss: 0.0376 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9579 - loss: 0.1223 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9754 - loss: 0.0630 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9761 - loss: 0.0728 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9789 - loss: 0.0715 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9720 - loss: 0.0672 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.9601 - loss: 0.1001 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 756us/step - accuracy: 0.9934 - loss: 0.0445 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9901 - loss: 0.0360 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9918 - loss: 0.0327 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0361 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9832 - loss: 0.0514 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9627 - loss: 0.0561 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9950 - loss: 0.0303 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9705 - loss: 0.0581 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9930 - loss: 0.0500 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9805 - loss: 0.0437 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9939 - loss: 0.0304 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0460 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9897 - loss: 0.0349 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.9658 - loss: 0.0460 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9472 - loss: 0.0972 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9956 - loss: 0.0245 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9802 - loss: 0.0448 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9954 - loss: 0.0218 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9506 - loss: 0.0671 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.9693 - loss: 0.0650 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.9982 - loss: 0.0358 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9664 - loss: 0.0775 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9642 - loss: 0.0684 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9664 - loss: 0.0826 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9862 - loss: 0.0405 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9836 - loss: 0.0280 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9537 - loss: 0.1117 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0430 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.9838 - loss: 0.0436 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.9751 - loss: 0.0396 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0304 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9674 - loss: 0.0618 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9829 - loss: 0.0346 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9959 - loss: 0.0234 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.9874 - loss: 0.0483 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.9883 - loss: 0.0252 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9720 - loss: 0.0817 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9770 - loss: 0.0438 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9815 - loss: 0.0396 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9907 - loss: 0.0276 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9628 - loss: 0.0917 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 754us/step - accuracy: 0.9581 - loss: 0.0675 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9909 - loss: 0.0457 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9808 - loss: 0.0354 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9871 - loss: 0.0342 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 786us/step - accuracy: 0.9910 - loss: 0.0365 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9865 - loss: 0.0476 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9601 - loss: 0.0559 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9500 - loss: 0.1023 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9721 - loss: 0.0569 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9709 - loss: 0.0903 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.9788 - loss: 0.0481 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9919 - loss: 0.0514 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.9835 - loss: 0.0445 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9765 - loss: 0.0522 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0241 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0557 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.9903 - loss: 0.0240 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.9891 - loss: 0.0396 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9915 - loss: 0.0267 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9752 - loss: 0.0470 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.9945 - loss: 0.0297 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0233 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9830 - loss: 0.0308 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.9922 - loss: 0.0310 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9528 - loss: 0.0557 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9957 - loss: 0.0286 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.9770 - loss: 0.0540 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9784 - loss: 0.0494 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9586 - loss: 0.0907 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0207 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0397 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9757 - loss: 0.0438 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0483 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9654 - loss: 0.0506 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9847 - loss: 0.0419 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.9939 - loss: 0.0241 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.9990 - loss: 0.0254 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9945 - loss: 0.0241 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0500 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9860 - loss: 0.0464 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9875 - loss: 0.0254 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9499 - loss: 0.1186 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9778 - loss: 0.0609 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9856 - loss: 0.0475 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9801 - loss: 0.0391 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.9610 - loss: 0.0601 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9988 - loss: 0.0235 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9690 - loss: 0.0570 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9984 - loss: 0.0252 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9702 - loss: 0.0415 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9557 - loss: 0.0584 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9852 - loss: 0.0466 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9878 - loss: 0.0312 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0525 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9761 - loss: 0.0494 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.9956 - loss: 0.0266 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9787 - loss: 0.0540 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9866 - loss: 0.0384 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9812 - loss: 0.0373 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9701 - loss: 0.0362 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9698 - loss: 0.0483 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.9709 - loss: 0.0428 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.9659 - loss: 0.0792 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9970 - loss: 0.0218 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9888 - loss: 0.0273 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9763 - loss: 0.0380 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9937 - loss: 0.0158 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9893 - loss: 0.0365 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9763 - loss: 0.0455 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9711 - loss: 0.0355 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.9546 - loss: 0.0619 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.9822 - loss: 0.0296 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9981 - loss: 0.0174 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9603 - loss: 0.0948 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.9920 - loss: 0.0247 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9660 - loss: 0.0525 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0281 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9820 - loss: 0.0233 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9714 - loss: 0.0400 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0578 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9814 - loss: 0.0456 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9215 - loss: 0.1272 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9741 - loss: 0.0389 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9874 - loss: 0.0305 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9572 - loss: 0.0572 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9940 - loss: 0.0127 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9800 - loss: 0.0397 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9960 - loss: 0.0283 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9797 - loss: 0.0450 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0261 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9978 - loss: 0.0144 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9975 - loss: 0.0156 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9843 - loss: 0.0236 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9760 - loss: 0.0336 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9313 - loss: 0.1058 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9692 - loss: 0.0518 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9737 - loss: 0.0570 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9850 - loss: 0.0338 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9942 - loss: 0.0198 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0252 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9923 - loss: 0.0272 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9941 - loss: 0.0191 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9633 - loss: 0.0434 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9884 - loss: 0.0380 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0184 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0167 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9622 - loss: 0.0896 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9666 - loss: 0.0820 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9879 - loss: 0.0234 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.9902 - loss: 0.0370 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9850 - loss: 0.0254 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9857 - loss: 0.0302 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.9725 - loss: 0.0574 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0261 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0293 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9986 - loss: 0.0170 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9856 - loss: 0.0225 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9922 - loss: 0.0303 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9824 - loss: 0.0393 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0253 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9884 - loss: 0.0469 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9909 - loss: 0.0201 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9954 - loss: 0.0234 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9901 - loss: 0.0155 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9914 - loss: 0.0323 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.9872 - loss: 0.0225 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.9740 - loss: 0.0641 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.9827 - loss: 0.0378 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.9936 - loss: 0.0246 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9848 - loss: 0.0273 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9860 - loss: 0.0378 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9741 - loss: 0.0436 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.9781 - loss: 0.0520 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9752 - loss: 0.0432 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9603 - loss: 0.0673 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9932 - loss: 0.0280 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9856 - loss: 0.0361 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9729 - loss: 0.0557 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9761 - loss: 0.0378 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9731 - loss: 0.1054 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9870 - loss: 0.0329 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9914 - loss: 0.0175 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9850 - loss: 0.0355 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9719 - loss: 0.0330 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9851 - loss: 0.0274 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9918 - loss: 0.0252 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9897 - loss: 0.0312 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9690 - loss: 0.0473 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - accuracy: 0.9949 - loss: 0.0173 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9874 - loss: 0.0321 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9898 - loss: 0.0329 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9791 - loss: 0.0333 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9491 - loss: 0.0642 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - accuracy: 0.9755 - loss: 0.0296 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9658 - loss: 0.0558 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9959 - loss: 0.0181 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9855 - loss: 0.0342 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9885 - loss: 0.0197 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9878 - loss: 0.0181 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.9967 - loss: 0.0149 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.9913 - loss: 0.0258 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - accuracy: 0.9820 - loss: 0.0332 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.0584 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.9982 - loss: 0.0120 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9704 - loss: 0.0562 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9846 - loss: 0.0324 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.9972 - loss: 0.0151 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0298 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9906 - loss: 0.0253 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9965 - loss: 0.0241 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.9853 - loss: 0.0314 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.9915 - loss: 0.0232 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9771 - loss: 0.0283 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9946 - loss: 0.0226 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9890 - loss: 0.0372 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0152 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0383 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9906 - loss: 0.0255 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9572 - loss: 0.0879 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9871 - loss: 0.0245 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9683 - loss: 0.0413 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9729 - loss: 0.0358 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.9886 - loss: 0.0336 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.9726 - loss: 0.0337 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0227 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9712 - loss: 0.0360 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.9955 - loss: 0.0135 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9938 - loss: 0.0253 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9656 - loss: 0.0376 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.9864 - loss: 0.0262 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9719 - loss: 0.0525 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0180 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9952 - loss: 0.0175 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9670 - loss: 0.0643 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9838 - loss: 0.0309 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0314 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9979 - loss: 0.0138 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9771 - loss: 0.0364 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9912 - loss: 0.0255 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9912 - loss: 0.0257 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9700 - loss: 0.0553 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9969 - loss: 0.0140 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.9776 - loss: 0.0333 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9813 - loss: 0.0344 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9842 - loss: 0.0276 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - accuracy: 0.9889 - loss: 0.0176 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9818 - loss: 0.0261 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.9900 - loss: 0.0218 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9895 - loss: 0.0216 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 767us/step - accuracy: 0.9653 - loss: 0.0462 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0156 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9803 - loss: 0.0240 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0181 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9884 - loss: 0.0293 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9960 - loss: 0.0158 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9962 - loss: 0.0206 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9689 - loss: 0.0509 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.9981 - loss: 0.0127 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.9877 - loss: 0.0187 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9994 - loss: 0.0102 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9958 - loss: 0.0153 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.9897 - loss: 0.0339 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0143 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.9615 - loss: 0.0541 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9722 - loss: 0.0500 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9883 - loss: 0.0237 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9694 - loss: 0.0675 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9818 - loss: 0.0376 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9816 - loss: 0.0352 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.9968 - loss: 0.0147 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0184 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9929 - loss: 0.0169 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9919 - loss: 0.0288 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0122 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9882 - loss: 0.0171 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9933 - loss: 0.0121 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9928 - loss: 0.0208 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9631 - loss: 0.0745 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9932 - loss: 0.0246 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.9611 - loss: 0.0473 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9781 - loss: 0.0281 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9705 - loss: 0.0468 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9761 - loss: 0.0308 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9679 - loss: 0.0453 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9941 - loss: 0.0199 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9641 - loss: 0.0406 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9941 - loss: 0.0249 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9829 - loss: 0.0183 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.9906 - loss: 0.0163 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9758 - loss: 0.0314 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9621 - loss: 0.0516 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9749 - loss: 0.0304 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9838 - loss: 0.0239 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9737 - loss: 0.0301 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9845 - loss: 0.0224 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9883 - loss: 0.0359 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9819 - loss: 0.0279 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5163 - loss: 0.6989 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.5517 - loss: 0.6908 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.5937 - loss: 0.6887 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6199 - loss: 0.6703 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.5965 - loss: 0.6710 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5942 - loss: 0.6600 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.5985 - loss: 0.6452 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5910 - loss: 0.6758 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6946 - loss: 0.6095 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6688 - loss: 0.6029 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7035 - loss: 0.5978 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6569 - loss: 0.5852 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 725us/step - accuracy: 0.7234 - loss: 0.5701 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.6972 - loss: 0.5393 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8146 - loss: 0.5430 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8099 - loss: 0.4767 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.9065 - loss: 0.3907 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8369 - loss: 0.4349 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8886 - loss: 0.3979 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8632 - loss: 0.3858 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.8387 - loss: 0.3732 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8336 - loss: 0.3773 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8827 - loss: 0.3355 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8658 - loss: 0.3656 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.9136 - loss: 0.2818 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8418 - loss: 0.3731 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.8925 - loss: 0.2908 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8614 - loss: 0.3525 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.8443 - loss: 0.3422 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8568 - loss: 0.3521 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8530 - loss: 0.3695 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.8955 - loss: 0.2782 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.9202 - loss: 0.2706 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8507 - loss: 0.3391 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8768 - loss: 0.2990 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8670 - loss: 0.3585 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.8334 - loss: 0.3653 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9216 - loss: 0.2547 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9146 - loss: 0.2340 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.8623 - loss: 0.3764 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8735 - loss: 0.2909 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8750 - loss: 0.3096 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8892 - loss: 0.3343 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8907 - loss: 0.2833 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.8677 - loss: 0.3242 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8869 - loss: 0.2732 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8808 - loss: 0.2926 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8804 - loss: 0.3259 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.8722 - loss: 0.2968 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9061 - loss: 0.2578 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9213 - loss: 0.2179 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8903 - loss: 0.2967 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.9225 - loss: 0.2321 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9433 - loss: 0.2070 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8422 - loss: 0.3410 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.2376 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9222 - loss: 0.2188 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9427 - loss: 0.1829 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9149 - loss: 0.2507 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.9064 - loss: 0.2117 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9099 - loss: 0.1888 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9292 - loss: 0.1475 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9317 - loss: 0.1901 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9660 - loss: 0.1273 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9368 - loss: 0.1542 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.9247 - loss: 0.2154 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.9487 - loss: 0.1582 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9515 - loss: 0.1099 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 768us/step - accuracy: 0.9232 - loss: 0.1585 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9263 - loss: 0.1746 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9821 - loss: 0.1260 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9478 - loss: 0.1192 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9737 - loss: 0.1096 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9625 - loss: 0.1036 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9362 - loss: 0.1725 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.9609 - loss: 0.1365 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9659 - loss: 0.1179 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.9501 - loss: 0.1007 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9820 - loss: 0.0870 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9563 - loss: 0.0992 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9614 - loss: 0.1143 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9910 - loss: 0.0581 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9714 - loss: 0.0969 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0508 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.9496 - loss: 0.1896 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9860 - loss: 0.0536 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9925 - loss: 0.0456 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9692 - loss: 0.0719 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.9794 - loss: 0.0600 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9750 - loss: 0.0630 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9214 - loss: 0.1167 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9697 - loss: 0.0988 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9659 - loss: 0.0723 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9803 - loss: 0.0711 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0638 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9926 - loss: 0.0437 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9674 - loss: 0.0725 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9415 - loss: 0.1155 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9722 - loss: 0.0654 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9611 - loss: 0.0778 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9841 - loss: 0.0538 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.9634 - loss: 0.1072 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9893 - loss: 0.0710 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9977 - loss: 0.0289 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0373 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0751 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9626 - loss: 0.1131 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9429 - loss: 0.0929 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9642 - loss: 0.0953 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9349 - loss: 0.1418 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9545 - loss: 0.0855 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.9898 - loss: 0.0528 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9897 - loss: 0.0381 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9793 - loss: 0.0531 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9820 - loss: 0.0550 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9814 - loss: 0.0571 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9874 - loss: 0.0461 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9852 - loss: 0.0759 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.9760 - loss: 0.0817 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9944 - loss: 0.0353 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9842 - loss: 0.0424 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9809 - loss: 0.0569 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9908 - loss: 0.0371 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9868 - loss: 0.0341 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9638 - loss: 0.0700 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9861 - loss: 0.0346 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.9824 - loss: 0.0410 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9396 - loss: 0.1419 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9155 - loss: 0.1361 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9905 - loss: 0.0461 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9860 - loss: 0.0478 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0310 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9774 - loss: 0.0374 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.9863 - loss: 0.0413 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9899 - loss: 0.0336 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0828 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9712 - loss: 0.0567 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9864 - loss: 0.0369 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9687 - loss: 0.0599 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9499 - loss: 0.0825 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9468 - loss: 0.1236 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9933 - loss: 0.0334 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9486 - loss: 0.0896 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9943 - loss: 0.0314 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.9856 - loss: 0.0357 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9961 - loss: 0.0342 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.9746 - loss: 0.0671 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9856 - loss: 0.0430 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9832 - loss: 0.0523 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9965 - loss: 0.0239 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9780 - loss: 0.0608 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0562 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9983 - loss: 0.0239 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0913 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.9395 - loss: 0.0848 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9956 - loss: 0.0244 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9826 - loss: 0.0405 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9782 - loss: 0.0427 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9587 - loss: 0.0896 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0364 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9486 - loss: 0.0786 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9660 - loss: 0.0783 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9822 - loss: 0.0428 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9620 - loss: 0.0929 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9817 - loss: 0.0427 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9958 - loss: 0.0315 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.9742 - loss: 0.0607 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9792 - loss: 0.0496 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9801 - loss: 0.0392 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9484 - loss: 0.1134 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9883 - loss: 0.0316 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9717 - loss: 0.0588 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9760 - loss: 0.0426 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9663 - loss: 0.0496 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9501 - loss: 0.0716 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9795 - loss: 0.0551 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0484 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9730 - loss: 0.0740 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9773 - loss: 0.0462 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9890 - loss: 0.0271 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.9802 - loss: 0.0361 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9907 - loss: 0.0344 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9764 - loss: 0.0511 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0248 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9929 - loss: 0.0224 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9895 - loss: 0.0265 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9563 - loss: 0.0661 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9707 - loss: 0.0582 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9694 - loss: 0.0453 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.9667 - loss: 0.0651 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9734 - loss: 0.0492 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9536 - loss: 0.1013 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9910 - loss: 0.0261 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9718 - loss: 0.0529 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9582 - loss: 0.0894 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9790 - loss: 0.0565 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9705 - loss: 0.0415 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9809 - loss: 0.0326 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.9608 - loss: 0.0513 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9675 - loss: 0.0493 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9849 - loss: 0.0277 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9805 - loss: 0.0376 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9934 - loss: 0.0267 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9892 - loss: 0.0274 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.9948 - loss: 0.0279 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9764 - loss: 0.0436 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9925 - loss: 0.0319 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9762 - loss: 0.0501 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9781 - loss: 0.0548 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9960 - loss: 0.0201 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9978 - loss: 0.0209 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9708 - loss: 0.0724 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9781 - loss: 0.0498 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9886 - loss: 0.0225 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9775 - loss: 0.0405 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9900 - loss: 0.0260 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9799 - loss: 0.0403 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9410 - loss: 0.0772 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9728 - loss: 0.0902 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9824 - loss: 0.0433 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.9811 - loss: 0.0361 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9529 - loss: 0.0731 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9922 - loss: 0.0293 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9906 - loss: 0.0210 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9743 - loss: 0.0599 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9947 - loss: 0.0251 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9817 - loss: 0.0343 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9820 - loss: 0.0290 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9923 - loss: 0.0307 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9903 - loss: 0.0256 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9854 - loss: 0.0316 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9981 - loss: 0.0322 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9877 - loss: 0.0221 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9918 - loss: 0.0276 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9890 - loss: 0.0225 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9784 - loss: 0.0474 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9964 - loss: 0.0249 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9676 - loss: 0.0420 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.9633 - loss: 0.0557 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0204 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9675 - loss: 0.0639 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9789 - loss: 0.0365 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9621 - loss: 0.0663 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9920 - loss: 0.0295 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9959 - loss: 0.0254 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9759 - loss: 0.0421 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9639 - loss: 0.0954 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9907 - loss: 0.0244 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9693 - loss: 0.0645 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9843 - loss: 0.0245 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9788 - loss: 0.0610 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.9925 - loss: 0.0227 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9921 - loss: 0.0308 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0169 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9946 - loss: 0.0153 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9983 - loss: 0.0157 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9954 - loss: 0.0182 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.9795 - loss: 0.0391 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0188 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.9666 - loss: 0.0573 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9941 - loss: 0.0144 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0351 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9701 - loss: 0.0414 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.9717 - loss: 0.0363 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9694 - loss: 0.0426 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9954 - loss: 0.0247 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9987 - loss: 0.0129 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9529 - loss: 0.0615 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9901 - loss: 0.0152 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9748 - loss: 0.0573 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.9841 - loss: 0.0236 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9899 - loss: 0.0162 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9913 - loss: 0.0288 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9935 - loss: 0.0360 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.9985 - loss: 0.0133 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9798 - loss: 0.0277 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0285 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9852 - loss: 0.0303 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9820 - loss: 0.0331 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9930 - loss: 0.0117 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9923 - loss: 0.0201 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9934 - loss: 0.0225 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9858 - loss: 0.0197 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9909 - loss: 0.0349 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9908 - loss: 0.0217 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9901 - loss: 0.0146 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9921 - loss: 0.0201 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9976 - loss: 0.0125 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9879 - loss: 0.0234 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0236 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9702 - loss: 0.0507 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9650 - loss: 0.0584 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9822 - loss: 0.0277 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9902 - loss: 0.0188 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9936 - loss: 0.0130 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9740 - loss: 0.0456 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9901 - loss: 0.0134 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9972 - loss: 0.0131 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9951 - loss: 0.0178 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9846 - loss: 0.0309 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9976 - loss: 0.0127 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9777 - loss: 0.0379 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0241 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9956 - loss: 0.0159 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9892 - loss: 0.0346 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9989 - loss: 0.0094 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9747 - loss: 0.0394 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.9965 - loss: 0.0163 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9600 - loss: 0.0483 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9823 - loss: 0.0382 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9785 - loss: 0.0271 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.9837 - loss: 0.0307 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9849 - loss: 0.0248 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.9723 - loss: 0.0442 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9850 - loss: 0.0293 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.9723 - loss: 0.0338 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9604 - loss: 0.0453 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.9821 - loss: 0.0266 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9799 - loss: 0.0329 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.9789 - loss: 0.0246 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9969 - loss: 0.0187 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9974 - loss: 0.0180 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9840 - loss: 0.0188 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9798 - loss: 0.0320 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9972 - loss: 0.0188 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9887 - loss: 0.0213 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9731 - loss: 0.0435 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9981 - loss: 0.0069 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9643 - loss: 0.0408 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9904 - loss: 0.0258 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9912 - loss: 0.0238 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9976 - loss: 0.0140 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9834 - loss: 0.0211 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9908 - loss: 0.0207 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9534 - loss: 0.0630 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9881 - loss: 0.0203 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9791 - loss: 0.0264 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9895 - loss: 0.0275 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9939 - loss: 0.0286 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9969 - loss: 0.0239 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9964 - loss: 0.0160 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0228 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9654 - loss: 0.0387 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9961 - loss: 0.0183 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9750 - loss: 0.0422 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9942 - loss: 0.0303 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9935 - loss: 0.0176 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9898 - loss: 0.0163 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9894 - loss: 0.0197 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9898 - loss: 0.0134 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9913 - loss: 0.0145 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.9969 - loss: 0.0148 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.9883 - loss: 0.0201 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9959 - loss: 0.0128 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9931 - loss: 0.0190 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9598 - loss: 0.0369 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9924 - loss: 0.0167 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.9930 - loss: 0.0155 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9691 - loss: 0.0384 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9959 - loss: 0.0135 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9877 - loss: 0.0196 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9969 - loss: 0.0110 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9968 - loss: 0.0120 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9782 - loss: 0.0303 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9914 - loss: 0.0257 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9574 - loss: 0.0431 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9484 - loss: 0.0596 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9960 - loss: 0.0182 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9796 - loss: 0.0504 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9949 - loss: 0.0092 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9953 - loss: 0.0099 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9859 - loss: 0.0163 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9797 - loss: 0.0247 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.9978 - loss: 0.0150 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9896 - loss: 0.0253 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9699 - loss: 0.0300 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9765 - loss: 0.0333 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9954 - loss: 0.0133 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9914 - loss: 0.0326 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9378 - loss: 0.0565 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9780 - loss: 0.0267 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9863 - loss: 0.0213 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.9897 - loss: 0.0273 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9813 - loss: 0.0191 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9850 - loss: 0.0224 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9836 - loss: 0.0356 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.9891 - loss: 0.0193 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.9708 - loss: 0.0289 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9775 - loss: 0.0254 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9941 - loss: 0.0132 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.9787 - loss: 0.0289 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9651 - loss: 0.0356 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9767 - loss: 0.0304 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9610 - loss: 0.0349 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9909 - loss: 0.0158 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.9911 - loss: 0.0135 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9756 - loss: 0.0353 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9810 - loss: 0.0234 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9990 - loss: 0.0086 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.9966 - loss: 0.0150 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9793 - loss: 0.0267
scores
[93.75, 98.7500011920929, 98.7500011920929, 98.7500011920929, 98.7500011920929]
scores_4nodes = scores
plt.bar(num_layers, scores_4nodes)
plt.xlabel('Number of Layers')
plt.ylabel('Accuracy')
plt.title('Accuracy by Number of Layers with 4 Nodes')
plt.show()
The results here show high accuracy with 2 to 5 layers, again mathching the 98.75% of previous evaluations. Going with the concept of less is more, I am going to move forward with 3 layers (consistent across all 3 sets of models) and 2 nodes per layer.
In this section, we will fix the layers and nodes at 3 and 2 repectively, and cycle through different activation functions.
act_funcs = ['relu', 'sigmoid', 'tanh', 'softmax', 'linear', 'elu', 'selu', 'softplus', 'softsign', 'hard_sigmoid', 'exponential']
scores = []
for act_func in act_funcs:
model = Sequential()
# Add first layer
model.add(Dense(2, input_dim=2, activation=act_func))
# Add three hidden layers
model.add(Dense(2, activation=act_func))
model.add(Dense(2, activation=act_func))
model.add(Dense(2, activation=act_func))
# Add output layer
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer='sgd', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400)
# Append accuracy to array
scores.append(model.evaluate(X, y)[1]*100)
Epoch 1/400
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - accuracy: 0.5601 - loss: 0.6913 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6889 - loss: 0.6708 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7262 - loss: 0.6442 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7474 - loss: 0.6345 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6581 - loss: 0.6313 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6528 - loss: 0.6303 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6791 - loss: 0.6017 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.7305 - loss: 0.5631 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.6899 - loss: 0.5706 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5641 - loss: 0.6184 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7260 - loss: 0.5552 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7525 - loss: 0.5188 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6935 - loss: 0.5621 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6626 - loss: 0.5423 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6968 - loss: 0.5562 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6693 - loss: 0.5363 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 713us/step - accuracy: 0.7028 - loss: 0.5345 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6750 - loss: 0.5265 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.6571 - loss: 0.5443 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7513 - loss: 0.5131 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7528 - loss: 0.5197 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7265 - loss: 0.5178 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.7485 - loss: 0.5126 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7520 - loss: 0.4978 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.7091 - loss: 0.4867 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7552 - loss: 0.4865 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6692 - loss: 0.5318 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7175 - loss: 0.4861 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6212 - loss: 0.5000 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6573 - loss: 0.4599 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7124 - loss: 0.4750 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7143 - loss: 0.4977 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7504 - loss: 0.4614 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7310 - loss: 0.5018 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6912 - loss: 0.4984 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.6909 - loss: 0.4918 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6915 - loss: 0.4972 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7224 - loss: 0.4913 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6916 - loss: 0.4604 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.7233 - loss: 0.5149 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.6723 - loss: 0.5238 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7561 - loss: 0.4702 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7422 - loss: 0.4921 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6557 - loss: 0.4969 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.7282 - loss: 0.4721 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6506 - loss: 0.5204 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.7104 - loss: 0.4626 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.6445 - loss: 0.5113 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 737us/step - accuracy: 0.7446 - loss: 0.4356 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 633us/step - accuracy: 0.7358 - loss: 0.5042 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 652us/step - accuracy: 0.7579 - loss: 0.4234 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 583us/step - accuracy: 0.7581 - loss: 0.4404 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6908 - loss: 0.5097 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.7315 - loss: 0.4723 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.7234 - loss: 0.4362 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7963 - loss: 0.4070 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.8301 - loss: 0.4064 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7018 - loss: 0.4485 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6995 - loss: 0.4649 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7378 - loss: 0.4210 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7380 - loss: 0.4188 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7402 - loss: 0.4163 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.7914 - loss: 0.4524 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.7798 - loss: 0.4310 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6689 - loss: 0.4939 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6362 - loss: 0.4625 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7230 - loss: 0.4451 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6569 - loss: 0.4760 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6237 - loss: 0.4555 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.7585 - loss: 0.4416 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7038 - loss: 0.4634 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6865 - loss: 0.4952 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6901 - loss: 0.4753 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7121 - loss: 0.4660 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7641 - loss: 0.4756 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6832 - loss: 0.4606 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.7735 - loss: 0.4227 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.6997 - loss: 0.4724 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.7185 - loss: 0.4276 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.7689 - loss: 0.4328 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.7457 - loss: 0.4290 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.7591 - loss: 0.3997 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.6796 - loss: 0.4632 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.7559 - loss: 0.4532 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7382 - loss: 0.4505 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7364 - loss: 0.4243 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.7108 - loss: 0.4467 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.6571 - loss: 0.4358 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.5894 - loss: 0.5107 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6721 - loss: 0.4377 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.7586 - loss: 0.4524 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7714 - loss: 0.4271 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6947 - loss: 0.4529 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 738us/step - accuracy: 0.6798 - loss: 0.4481 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.6672 - loss: 0.4509 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6906 - loss: 0.4478 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.7509 - loss: 0.3767 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7935 - loss: 0.3597 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7302 - loss: 0.4109 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.6981 - loss: 0.4592 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7380 - loss: 0.4432 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5830 - loss: 0.4648 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7372 - loss: 0.4112 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6896 - loss: 0.4793 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7304 - loss: 0.4127 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7611 - loss: 0.3745 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7600 - loss: 0.4375 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.7402 - loss: 0.3845 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7120 - loss: 0.4075 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7358 - loss: 0.4015 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7460 - loss: 0.3882 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.6831 - loss: 0.4144 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7236 - loss: 0.4099 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6950 - loss: 0.4685 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7053 - loss: 0.4241 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8096 - loss: 0.3672 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.7261 - loss: 0.4330 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.7511 - loss: 0.4112 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6549 - loss: 0.4706 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7037 - loss: 0.4354 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6967 - loss: 0.4334 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7427 - loss: 0.4141 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.6885 - loss: 0.4363 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.7218 - loss: 0.4107 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6539 - loss: 0.4305 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7157 - loss: 0.4210 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7361 - loss: 0.4268 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8012 - loss: 0.3874 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.7793 - loss: 0.4374 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6829 - loss: 0.4527 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7280 - loss: 0.4432 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7711 - loss: 0.4135 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7441 - loss: 0.4394 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7028 - loss: 0.4184 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6824 - loss: 0.4190 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.7502 - loss: 0.3886 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7504 - loss: 0.3943 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7240 - loss: 0.3931 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7329 - loss: 0.4015 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7227 - loss: 0.4329 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7195 - loss: 0.4303 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7342 - loss: 0.3737 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.6596 - loss: 0.4588 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6870 - loss: 0.4139 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.7318 - loss: 0.4100 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7200 - loss: 0.4452 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7008 - loss: 0.4061 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6857 - loss: 0.4513 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6773 - loss: 0.4122 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7159 - loss: 0.3993 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7701 - loss: 0.4223 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.7603 - loss: 0.3656 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7001 - loss: 0.4441 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.7713 - loss: 0.4023 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7469 - loss: 0.4135 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7443 - loss: 0.3702 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7579 - loss: 0.4111 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7141 - loss: 0.4164 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6900 - loss: 0.4332 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7632 - loss: 0.4029 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.7501 - loss: 0.4304 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6900 - loss: 0.4388 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7288 - loss: 0.3611 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6781 - loss: 0.4112 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7713 - loss: 0.4118 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6786 - loss: 0.3923 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7625 - loss: 0.4132 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6571 - loss: 0.4421 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7481 - loss: 0.4220 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.7216 - loss: 0.4079 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7442 - loss: 0.4468 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7763 - loss: 0.4538 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7860 - loss: 0.3432 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.7271 - loss: 0.4141 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7339 - loss: 0.4188 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6746 - loss: 0.4720 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7357 - loss: 0.3948 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7513 - loss: 0.4316 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7736 - loss: 0.3837 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.7550 - loss: 0.4232 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.7645 - loss: 0.3774 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8122 - loss: 0.3821 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6850 - loss: 0.4375 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7629 - loss: 0.3949 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7599 - loss: 0.3390 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.7375 - loss: 0.4089 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7275 - loss: 0.4351 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.7172 - loss: 0.4291 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7825 - loss: 0.3677 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.7407 - loss: 0.4270 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.7336 - loss: 0.4055 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8368 - loss: 0.3580 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.7459 - loss: 0.4035 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.7336 - loss: 0.4408 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7649 - loss: 0.3787 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6926 - loss: 0.3988 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.7507 - loss: 0.4004 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6873 - loss: 0.4418 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7133 - loss: 0.4260 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.6993 - loss: 0.4279 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.6597 - loss: 0.4760 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7215 - loss: 0.4229 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.7074 - loss: 0.4114 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7649 - loss: 0.3838 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7067 - loss: 0.3955 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7335 - loss: 0.4357 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.7377 - loss: 0.4183 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.7880 - loss: 0.3803 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7479 - loss: 0.3681 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6511 - loss: 0.4194 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.6599 - loss: 0.4317 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7712 - loss: 0.3832 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6966 - loss: 0.4261 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6952 - loss: 0.3926 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7718 - loss: 0.3785 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6553 - loss: 0.4575 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7048 - loss: 0.4247 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6995 - loss: 0.4346 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6748 - loss: 0.4599 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6984 - loss: 0.4329 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8179 - loss: 0.3489 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6214 - loss: 0.4535 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7952 - loss: 0.3659 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7290 - loss: 0.3608 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7100 - loss: 0.4193 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.6966 - loss: 0.4134 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7127 - loss: 0.4160 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7741 - loss: 0.3971 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.7527 - loss: 0.4135 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6764 - loss: 0.4172 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6525 - loss: 0.4242 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7794 - loss: 0.3983 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6812 - loss: 0.4251 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7648 - loss: 0.4347 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.7281 - loss: 0.4038 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6451 - loss: 0.4349 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7289 - loss: 0.3964 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7283 - loss: 0.3977 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7276 - loss: 0.4158 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6994 - loss: 0.4195 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7121 - loss: 0.4501 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7542 - loss: 0.4356 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7719 - loss: 0.3909 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6937 - loss: 0.4742 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6735 - loss: 0.3986 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.6592 - loss: 0.4428 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7341 - loss: 0.3897 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6972 - loss: 0.4092 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7577 - loss: 0.4040 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8177 - loss: 0.3585 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6955 - loss: 0.4148 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7205 - loss: 0.4197 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7512 - loss: 0.3897 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7050 - loss: 0.4008 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.7423 - loss: 0.3500 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7278 - loss: 0.4072 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7230 - loss: 0.3854 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6831 - loss: 0.3766 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7581 - loss: 0.4148 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7046 - loss: 0.4101 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8314 - loss: 0.3679 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7517 - loss: 0.3895 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8293 - loss: 0.3729 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.7206 - loss: 0.3683 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.6883 - loss: 0.4296 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7493 - loss: 0.3759 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.7350 - loss: 0.4255 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7155 - loss: 0.3916 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.7045 - loss: 0.4498 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7643 - loss: 0.3905 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.7278 - loss: 0.4326 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.7265 - loss: 0.4079 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7608 - loss: 0.3692 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6846 - loss: 0.4627 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7077 - loss: 0.4187 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7253 - loss: 0.4283 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.7504 - loss: 0.3898 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7108 - loss: 0.4169 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7419 - loss: 0.3723 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6626 - loss: 0.4098 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7947 - loss: 0.3747 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7433 - loss: 0.3797 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8152 - loss: 0.3196 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7460 - loss: 0.3946 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.6698 - loss: 0.4049 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.7642 - loss: 0.4092 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7913 - loss: 0.3683 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8031 - loss: 0.3949 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.7059 - loss: 0.4364 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7026 - loss: 0.3610 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7385 - loss: 0.3555 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8206 - loss: 0.3448 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7511 - loss: 0.4104 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6465 - loss: 0.4324 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.6795 - loss: 0.4627 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7315 - loss: 0.3947 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7356 - loss: 0.3586 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.7121 - loss: 0.4189 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.7263 - loss: 0.3994 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7563 - loss: 0.3736 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7079 - loss: 0.4258 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.7030 - loss: 0.3844 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7845 - loss: 0.3807 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6974 - loss: 0.3895 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7987 - loss: 0.3445 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.6917 - loss: 0.4274 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6954 - loss: 0.4167 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7053 - loss: 0.4402 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.7564 - loss: 0.3747 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7041 - loss: 0.4044 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7289 - loss: 0.4141 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.7565 - loss: 0.4294 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7534 - loss: 0.3905 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6790 - loss: 0.4097 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.6895 - loss: 0.4292 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7376 - loss: 0.4311 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7726 - loss: 0.3616 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7478 - loss: 0.3947 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7449 - loss: 0.3807 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7825 - loss: 0.4008 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7794 - loss: 0.3625 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7184 - loss: 0.4034 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.7688 - loss: 0.3764 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7105 - loss: 0.4031 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7518 - loss: 0.3681 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6803 - loss: 0.4448 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7406 - loss: 0.4044 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7322 - loss: 0.3837 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.7058 - loss: 0.4281 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7646 - loss: 0.4025 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7605 - loss: 0.4058 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.7290 - loss: 0.3578 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7791 - loss: 0.3988 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7560 - loss: 0.3981 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.7245 - loss: 0.4796 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6845 - loss: 0.4295 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7473 - loss: 0.4212 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7139 - loss: 0.4478 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7233 - loss: 0.3565 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.7913 - loss: 0.3746 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6960 - loss: 0.4160 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.7209 - loss: 0.4061 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7143 - loss: 0.4483 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6637 - loss: 0.4215 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7569 - loss: 0.4055 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.6802 - loss: 0.4418 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7816 - loss: 0.3411 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.7221 - loss: 0.4058 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7047 - loss: 0.4449 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6978 - loss: 0.4794 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7634 - loss: 0.3822 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7113 - loss: 0.4201 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.7037 - loss: 0.3859 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7775 - loss: 0.3717 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6760 - loss: 0.4966 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6776 - loss: 0.3846 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7583 - loss: 0.3759 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7559 - loss: 0.3795 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.8000 - loss: 0.3745 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.7233 - loss: 0.3922 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7596 - loss: 0.4028 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6596 - loss: 0.4092 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6972 - loss: 0.4150 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.7924 - loss: 0.3136 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.7474 - loss: 0.3800 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7609 - loss: 0.3579 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7353 - loss: 0.3678 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.7245 - loss: 0.3903 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7266 - loss: 0.4194 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.6913 - loss: 0.4129 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6628 - loss: 0.4251 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7775 - loss: 0.3908 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.7503 - loss: 0.3952 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7332 - loss: 0.3728 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7064 - loss: 0.4279 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7513 - loss: 0.3945 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7001 - loss: 0.4012 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6866 - loss: 0.4459 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7492 - loss: 0.4055 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7065 - loss: 0.3906 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7117 - loss: 0.4638 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7192 - loss: 0.4262 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8092 - loss: 0.3333 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7311 - loss: 0.3994 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7257 - loss: 0.3795 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7635 - loss: 0.4318 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7388 - loss: 0.4363 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.7034 - loss: 0.3932 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8008 - loss: 0.3498 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7321 - loss: 0.4092 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6914 - loss: 0.4849 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6872 - loss: 0.3619 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7693 - loss: 0.4183 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.7962 - loss: 0.3579 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7296 - loss: 0.3946 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.7550 - loss: 0.4107 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7561 - loss: 0.4100 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.7403 - loss: 0.4398 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.6887 - loss: 0.3903 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7567 - loss: 0.4004 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 385us/step - accuracy: 0.8347 - loss: 0.3189 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - accuracy: 0.4775 - loss: 0.6968 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5452 - loss: 0.6908 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.4797 - loss: 0.6946 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.4822 - loss: 0.6943 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4414 - loss: 0.6944 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4346 - loss: 0.6946 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4687 - loss: 0.6939 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.4976 - loss: 0.6942 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4949 - loss: 0.6939 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5065 - loss: 0.6941 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.4391 - loss: 0.6945 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4745 - loss: 0.6946 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5384 - loss: 0.6930 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4857 - loss: 0.6936 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4907 - loss: 0.6941 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4817 - loss: 0.6942 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5207 - loss: 0.6939 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5230 - loss: 0.6938 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.5000 - loss: 0.6938 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4218 - loss: 0.6943 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4713 - loss: 0.6938 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.4333 - loss: 0.6939 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5569 - loss: 0.6940 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4285 - loss: 0.6942 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4704 - loss: 0.6937 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.3990 - loss: 0.6942 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4486 - loss: 0.6937 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3983 - loss: 0.6942 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.4523 - loss: 0.6941 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5601 - loss: 0.6930 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.3849 - loss: 0.6944 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.4803 - loss: 0.6936 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.4482 - loss: 0.6942 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4740 - loss: 0.6939 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.5110 - loss: 0.6935 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5477 - loss: 0.6935 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4824 - loss: 0.6937 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4478 - loss: 0.6943 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4791 - loss: 0.6943 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.3361 - loss: 0.6946 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4913 - loss: 0.6940 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5168 - loss: 0.6937 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5084 - loss: 0.6934 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4902 - loss: 0.6936 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.4501 - loss: 0.6942 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4813 - loss: 0.6941 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4442 - loss: 0.6944 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5190 - loss: 0.6935 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.4907 - loss: 0.6941 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.4376 - loss: 0.6942 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4848 - loss: 0.6935 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.4453 - loss: 0.6941 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5442 - loss: 0.6932 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4329 - loss: 0.6942 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.3774 - loss: 0.6941 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4607 - loss: 0.6937 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4456 - loss: 0.6941 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5703 - loss: 0.6924 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5062 - loss: 0.6933 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4886 - loss: 0.6939 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4577 - loss: 0.6936 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4234 - loss: 0.6942 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4883 - loss: 0.6941 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5353 - loss: 0.6934 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5691 - loss: 0.6925 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5638 - loss: 0.6932 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4908 - loss: 0.6940 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4024 - loss: 0.6940 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5394 - loss: 0.6935 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6197 - loss: 0.6900 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5355 - loss: 0.6935 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3915 - loss: 0.6946 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5132 - loss: 0.6940 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3865 - loss: 0.6944 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5176 - loss: 0.6936 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4977 - loss: 0.6938 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5080 - loss: 0.6935 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4912 - loss: 0.6938 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5272 - loss: 0.6940 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4384 - loss: 0.6940 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5361 - loss: 0.6938 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4979 - loss: 0.6939 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5828 - loss: 0.6936 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5140 - loss: 0.6940 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5739 - loss: 0.6929 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5139 - loss: 0.6938 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5498 - loss: 0.6934 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4731 - loss: 0.6935 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4179 - loss: 0.6942 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4254 - loss: 0.6944 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.5463 - loss: 0.6935 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4877 - loss: 0.6936 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4881 - loss: 0.6939 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4571 - loss: 0.6939 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.5823 - loss: 0.6931 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4570 - loss: 0.6943 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.4900 - loss: 0.6942 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.4625 - loss: 0.6945 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4630 - loss: 0.6939 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.5246 - loss: 0.6937 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4987 - loss: 0.6937 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5577 - loss: 0.6929 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4243 - loss: 0.6944 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.5277 - loss: 0.6937 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5384 - loss: 0.6941 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.5839 - loss: 0.6921 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.4234 - loss: 0.6943 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5963 - loss: 0.6921 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.4906 - loss: 0.6938 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.5367 - loss: 0.6931 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.4936 - loss: 0.6942 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.4757 - loss: 0.6940 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.5193 - loss: 0.6934 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.5006 - loss: 0.6941 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4486 - loss: 0.6943 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.4432 - loss: 0.6938 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4300 - loss: 0.6942 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5476 - loss: 0.6934 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5234 - loss: 0.6935 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5490 - loss: 0.6932 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5163 - loss: 0.6937 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4809 - loss: 0.6937 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4327 - loss: 0.6939 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5068 - loss: 0.6941 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.5333 - loss: 0.6929 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4188 - loss: 0.6940 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.5106 - loss: 0.6942 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5121 - loss: 0.6934 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5178 - loss: 0.6937 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4626 - loss: 0.6942 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4423 - loss: 0.6942 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5565 - loss: 0.6936 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.4473 - loss: 0.6938 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4999 - loss: 0.6937 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5291 - loss: 0.6937 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4573 - loss: 0.6939 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5426 - loss: 0.6939 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3975 - loss: 0.6943 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5887 - loss: 0.6924 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4909 - loss: 0.6935 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4859 - loss: 0.6937 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3613 - loss: 0.6941 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4596 - loss: 0.6939 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5742 - loss: 0.6933 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4557 - loss: 0.6940 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5701 - loss: 0.6932 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.5554 - loss: 0.6931 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5302 - loss: 0.6924 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4396 - loss: 0.6939 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5681 - loss: 0.6923 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.4783 - loss: 0.6937 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4481 - loss: 0.6940 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5283 - loss: 0.6936 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.5606 - loss: 0.6925 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4669 - loss: 0.6938 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4535 - loss: 0.6937 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4780 - loss: 0.6938 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4006 - loss: 0.6943 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.5055 - loss: 0.6936 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4950 - loss: 0.6939 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4677 - loss: 0.6939 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4742 - loss: 0.6941 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.4375 - loss: 0.6940 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.4426 - loss: 0.6940 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.4651 - loss: 0.6939 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.4040 - loss: 0.6942 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4672 - loss: 0.6941 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.4228 - loss: 0.6942 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3520 - loss: 0.6941 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.3909 - loss: 0.6943 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4504 - loss: 0.6940 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5050 - loss: 0.6936 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3512 - loss: 0.6945 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5137 - loss: 0.6936 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.5180 - loss: 0.6938 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.4554 - loss: 0.6941 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5392 - loss: 0.6933 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5724 - loss: 0.6931 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4893 - loss: 0.6940 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.4738 - loss: 0.6940 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4413 - loss: 0.6943 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4363 - loss: 0.6940 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.5317 - loss: 0.6932 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4964 - loss: 0.6937 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3905 - loss: 0.6946 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4335 - loss: 0.6941 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4769 - loss: 0.6936 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4210 - loss: 0.6943 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4401 - loss: 0.6939 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.4614 - loss: 0.6941 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4629 - loss: 0.6940 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.5123 - loss: 0.6935 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5214 - loss: 0.6930 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.4822 - loss: 0.6938 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4680 - loss: 0.6941 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.4044 - loss: 0.6940 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5513 - loss: 0.6924 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.5537 - loss: 0.6923 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4080 - loss: 0.6942 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4436 - loss: 0.6941 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.4679 - loss: 0.6939 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5416 - loss: 0.6939 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4979 - loss: 0.6932 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4326 - loss: 0.6940 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4345 - loss: 0.6942 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.5106 - loss: 0.6924 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4870 - loss: 0.6938 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4088 - loss: 0.6941 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5086 - loss: 0.6937 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4450 - loss: 0.6939 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.5441 - loss: 0.6926 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - accuracy: 0.4898 - loss: 0.6940 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4239 - loss: 0.6948 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.4153 - loss: 0.6946 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.4048 - loss: 0.6945 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5668 - loss: 0.6921 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3917 - loss: 0.6943 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.5429 - loss: 0.6931 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6253 - loss: 0.6886 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5468 - loss: 0.6934 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4727 - loss: 0.6938 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.4145 - loss: 0.6938 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5034 - loss: 0.6940 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4418 - loss: 0.6940 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4890 - loss: 0.6938 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4866 - loss: 0.6939 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4066 - loss: 0.6937 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4550 - loss: 0.6939 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4450 - loss: 0.6940 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.4933 - loss: 0.6939 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4184 - loss: 0.6942 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4964 - loss: 0.6936 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5084 - loss: 0.6935 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3915 - loss: 0.6944 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5991 - loss: 0.6913 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4580 - loss: 0.6940 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5173 - loss: 0.6939 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.4373 - loss: 0.6942 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5206 - loss: 0.6935 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4395 - loss: 0.6940 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5158 - loss: 0.6934 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4624 - loss: 0.6940 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.3933 - loss: 0.6940 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4734 - loss: 0.6941 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.5222 - loss: 0.6937 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4210 - loss: 0.6942 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5836 - loss: 0.6922 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4420 - loss: 0.6942 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5496 - loss: 0.6935 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4419 - loss: 0.6943 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.4351 - loss: 0.6938 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.4465 - loss: 0.6940 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4987 - loss: 0.6937 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.5105 - loss: 0.6939 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5682 - loss: 0.6931 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5347 - loss: 0.6936 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.4588 - loss: 0.6935 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4242 - loss: 0.6939 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.4168 - loss: 0.6942 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4535 - loss: 0.6941 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.5123 - loss: 0.6937 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4815 - loss: 0.6941 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5114 - loss: 0.6940 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4932 - loss: 0.6938 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5024 - loss: 0.6936 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4769 - loss: 0.6926 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.4975 - loss: 0.6936 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.5223 - loss: 0.6937 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4589 - loss: 0.6941 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4115 - loss: 0.6941 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5073 - loss: 0.6938 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4999 - loss: 0.6939 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4134 - loss: 0.6945 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4769 - loss: 0.6940 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.4690 - loss: 0.6942 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.5484 - loss: 0.6932 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5173 - loss: 0.6939 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.4201 - loss: 0.6939 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5606 - loss: 0.6925 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5063 - loss: 0.6937 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5240 - loss: 0.6936 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4424 - loss: 0.6941 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.4084 - loss: 0.6938 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 8ms/step - accuracy: 0.5476 - loss: 0.6928 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5525 - loss: 0.6931 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4406 - loss: 0.6941 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4504 - loss: 0.6936 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4725 - loss: 0.6938 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4451 - loss: 0.6940 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5462 - loss: 0.6929 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4604 - loss: 0.6934 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4749 - loss: 0.6945 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4990 - loss: 0.6941 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5364 - loss: 0.6938 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5090 - loss: 0.6937 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4677 - loss: 0.6938 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5443 - loss: 0.6923 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3931 - loss: 0.6941 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4835 - loss: 0.6939 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5450 - loss: 0.6940 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4199 - loss: 0.6940 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.4856 - loss: 0.6939 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4512 - loss: 0.6932 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4451 - loss: 0.6937 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.4808 - loss: 0.6935 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5128 - loss: 0.6937 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4905 - loss: 0.6935 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4299 - loss: 0.6941 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4507 - loss: 0.6938 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4101 - loss: 0.6941 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5475 - loss: 0.6930 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4386 - loss: 0.6939 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5331 - loss: 0.6938 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.5087 - loss: 0.6939 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5110 - loss: 0.6937 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5426 - loss: 0.6934 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4578 - loss: 0.6941 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5118 - loss: 0.6938 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.4877 - loss: 0.6940 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4673 - loss: 0.6942 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.4464 - loss: 0.6938 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5999 - loss: 0.6920 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5010 - loss: 0.6932 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3766 - loss: 0.6943 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4585 - loss: 0.6943 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5088 - loss: 0.6939 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5055 - loss: 0.6938 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5662 - loss: 0.6926 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5149 - loss: 0.6932 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5488 - loss: 0.6934 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.4935 - loss: 0.6940 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3986 - loss: 0.6940 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5138 - loss: 0.6937 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: 0.6938 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.4494 - loss: 0.6942 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3858 - loss: 0.6943 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.4604 - loss: 0.6939 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4612 - loss: 0.6940 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.5234 - loss: 0.6934 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.4791 - loss: 0.6942 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4426 - loss: 0.6938 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4558 - loss: 0.6943 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5051 - loss: 0.6937 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.4910 - loss: 0.6940 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4406 - loss: 0.6941 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4443 - loss: 0.6938 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4684 - loss: 0.6939 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4533 - loss: 0.6940 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5012 - loss: 0.6928 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4309 - loss: 0.6945 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5619 - loss: 0.6929 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.4363 - loss: 0.6940 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.4964 - loss: 0.6941 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5213 - loss: 0.6932 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.4460 - loss: 0.6938 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4858 - loss: 0.6940 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5106 - loss: 0.6935 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 744us/step - accuracy: 0.5404 - loss: 0.6936 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5423 - loss: 0.6934 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.5485 - loss: 0.6937 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5341 - loss: 0.6923 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.4844 - loss: 0.6940 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5583 - loss: 0.6928 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5232 - loss: 0.6936 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4588 - loss: 0.6939 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4631 - loss: 0.6939 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5697 - loss: 0.6935 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4374 - loss: 0.6943 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4934 - loss: 0.6940 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4306 - loss: 0.6941 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5746 - loss: 0.6916 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4409 - loss: 0.6941 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.3544 - loss: 0.6946 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4974 - loss: 0.6929 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4689 - loss: 0.6940 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5383 - loss: 0.6936 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.5536 - loss: 0.6930 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4757 - loss: 0.6942 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5724 - loss: 0.6926 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4941 - loss: 0.6936 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.4962 - loss: 0.6937 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3846 - loss: 0.6947 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4027 - loss: 0.6947 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5268 - loss: 0.6932 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4914 - loss: 0.6940 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4272 - loss: 0.6942 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4360 - loss: 0.6940 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.4799 - loss: 0.6937 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5047 - loss: 0.6935 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.5282 - loss: 0.6932 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4897 - loss: 0.6938 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5796 - loss: 0.6926 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.4805 - loss: 0.6940 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4821 - loss: 0.6938 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.5390 - loss: 0.6936 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5053 - loss: 0.6938 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.5070 - loss: 0.6937 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4391 - loss: 0.6938 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.4335 - loss: 0.6941 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.4444 - loss: 0.6942 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6002 - loss: 0.6931 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5067 - loss: 0.7128 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6028 - loss: 0.6894 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.6514 - loss: 0.6851 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.5185 - loss: 0.7010 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5703 - loss: 0.6898 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6863 - loss: 0.6679 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.6021 - loss: 0.6867 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6319 - loss: 0.6772 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7027 - loss: 0.6557 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.6819 - loss: 0.6562 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6634 - loss: 0.6499 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6395 - loss: 0.6590 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6383 - loss: 0.6421 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6677 - loss: 0.6429 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6548 - loss: 0.6448 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6123 - loss: 0.6513 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6447 - loss: 0.6393 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6753 - loss: 0.6008 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.6913 - loss: 0.6030 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6881 - loss: 0.5953 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.6611 - loss: 0.6090 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7272 - loss: 0.5514 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6643 - loss: 0.5903 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.6841 - loss: 0.5844 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6881 - loss: 0.5644 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6599 - loss: 0.5874 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6748 - loss: 0.5648 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.6904 - loss: 0.5526 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7189 - loss: 0.5483 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.8058 - loss: 0.5214 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7953 - loss: 0.4810 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8413 - loss: 0.4900 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8750 - loss: 0.4563 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9090 - loss: 0.4272 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8622 - loss: 0.4349 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8595 - loss: 0.4011 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.8765 - loss: 0.3688 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8924 - loss: 0.3778 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.8850 - loss: 0.3465 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8802 - loss: 0.3644 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.8827 - loss: 0.3441 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8983 - loss: 0.3705 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8475 - loss: 0.4099 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8722 - loss: 0.3393 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.8742 - loss: 0.2989 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.9076 - loss: 0.3221 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8430 - loss: 0.3612 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.8142 - loss: 0.4442 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8621 - loss: 0.3777 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.9077 - loss: 0.2945 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8918 - loss: 0.3069 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.8399 - loss: 0.3791 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.8955 - loss: 0.2836 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9078 - loss: 0.2670 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8717 - loss: 0.3024 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8902 - loss: 0.3141 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8783 - loss: 0.3108 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8546 - loss: 0.3737 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.8934 - loss: 0.3064 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8480 - loss: 0.3360 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.9364 - loss: 0.2433 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8361 - loss: 0.3884 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8572 - loss: 0.3795 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.8818 - loss: 0.3397 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8938 - loss: 0.3311 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8846 - loss: 0.2893 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8461 - loss: 0.3657 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9280 - loss: 0.2350 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8927 - loss: 0.3265 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8621 - loss: 0.3533 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8668 - loss: 0.3345 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.2942 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.8717 - loss: 0.3153 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8671 - loss: 0.2916 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8509 - loss: 0.3360 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8436 - loss: 0.3467 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8861 - loss: 0.2821 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8958 - loss: 0.2889 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.8554 - loss: 0.3880 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8747 - loss: 0.3253 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9208 - loss: 0.2644 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8934 - loss: 0.2847 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8451 - loss: 0.3918 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8626 - loss: 0.3204 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8392 - loss: 0.3481 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8769 - loss: 0.3597 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8837 - loss: 0.3181 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8727 - loss: 0.3654 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8939 - loss: 0.2819 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8360 - loss: 0.4321 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8626 - loss: 0.3433 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8858 - loss: 0.3006 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8769 - loss: 0.3083 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8549 - loss: 0.3460 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8323 - loss: 0.3937 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.8487 - loss: 0.3446 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8676 - loss: 0.3653 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8752 - loss: 0.3257 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8806 - loss: 0.3039 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8880 - loss: 0.3174 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8980 - loss: 0.3113 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8854 - loss: 0.3384 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8897 - loss: 0.3144 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8160 - loss: 0.4249 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8419 - loss: 0.3515 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8596 - loss: 0.3575 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8870 - loss: 0.3024 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8551 - loss: 0.3770 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9127 - loss: 0.2529 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8734 - loss: 0.3019 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.8508 - loss: 0.3250 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8998 - loss: 0.2991 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8698 - loss: 0.3223 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8365 - loss: 0.3814 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.8540 - loss: 0.3649 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8752 - loss: 0.3216 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9080 - loss: 0.2670 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8757 - loss: 0.3446 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8501 - loss: 0.3811 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.3002 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8648 - loss: 0.3220 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8764 - loss: 0.2932 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8588 - loss: 0.3935 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.8609 - loss: 0.3779 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8453 - loss: 0.4052 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.8706 - loss: 0.3127 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9169 - loss: 0.2568 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8481 - loss: 0.3027 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9003 - loss: 0.3339 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8628 - loss: 0.3746 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8987 - loss: 0.3103 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8953 - loss: 0.2873 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8552 - loss: 0.3397 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8669 - loss: 0.3517 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8793 - loss: 0.3418 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8745 - loss: 0.2935 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8316 - loss: 0.4344 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8821 - loss: 0.3274 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8995 - loss: 0.2941 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8454 - loss: 0.4130 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.8215 - loss: 0.3546 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.8961 - loss: 0.2729 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8854 - loss: 0.3098 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8656 - loss: 0.3307 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9063 - loss: 0.2867 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.8587 - loss: 0.3453 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.8668 - loss: 0.3507 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8659 - loss: 0.3343 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8845 - loss: 0.2759 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8776 - loss: 0.3372 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8621 - loss: 0.2865 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8327 - loss: 0.4228 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8553 - loss: 0.3298 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8792 - loss: 0.3148 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.9048 - loss: 0.2878 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8751 - loss: 0.3433 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8853 - loss: 0.3059 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9026 - loss: 0.3063 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.8983 - loss: 0.2885 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.8521 - loss: 0.3387 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8652 - loss: 0.3253 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.8657 - loss: 0.3911 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8850 - loss: 0.2947 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8510 - loss: 0.3639 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8927 - loss: 0.3228 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8339 - loss: 0.3655 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8172 - loss: 0.3889 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9165 - loss: 0.2319 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8189 - loss: 0.3953 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.8541 - loss: 0.3109 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8979 - loss: 0.2894 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8356 - loss: 0.3567 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.8520 - loss: 0.3519 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8927 - loss: 0.3201 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8456 - loss: 0.3429 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8664 - loss: 0.3710 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.8591 - loss: 0.3647 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8796 - loss: 0.2904 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8558 - loss: 0.3391 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9123 - loss: 0.2587 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8481 - loss: 0.3340 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.8204 - loss: 0.3953 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8622 - loss: 0.3746 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8559 - loss: 0.3850 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8756 - loss: 0.3093 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.9007 - loss: 0.2796 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8846 - loss: 0.2911 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8574 - loss: 0.3624 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8598 - loss: 0.3366 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8632 - loss: 0.2812 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8612 - loss: 0.3181 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8841 - loss: 0.3106 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8575 - loss: 0.3636 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.8872 - loss: 0.2897 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.8269 - loss: 0.4302 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8845 - loss: 0.3402 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8354 - loss: 0.3529 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9120 - loss: 0.2512 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8518 - loss: 0.3688 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8853 - loss: 0.3114 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8171 - loss: 0.4124 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8812 - loss: 0.3370 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8769 - loss: 0.3076 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8343 - loss: 0.4100 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8824 - loss: 0.3197 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8672 - loss: 0.3332 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8959 - loss: 0.2707 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9001 - loss: 0.2867 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9110 - loss: 0.2757 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.9018 - loss: 0.2760 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8419 - loss: 0.3304 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.8889 - loss: 0.3596 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8587 - loss: 0.3462 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8731 - loss: 0.2767 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.8796 - loss: 0.3432 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.2916 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8967 - loss: 0.3079 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8634 - loss: 0.3679 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8706 - loss: 0.3177 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.8435 - loss: 0.3478 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.8605 - loss: 0.3786 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8797 - loss: 0.3064 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9104 - loss: 0.2853 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8777 - loss: 0.3192 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.8690 - loss: 0.3105 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8590 - loss: 0.3537 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8379 - loss: 0.3740 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8698 - loss: 0.3707 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8801 - loss: 0.2787 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.8068 - loss: 0.4148 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9035 - loss: 0.2736 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8561 - loss: 0.3607 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8485 - loss: 0.3675 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8667 - loss: 0.3073 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8620 - loss: 0.3487 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8941 - loss: 0.2932 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8343 - loss: 0.3738 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8519 - loss: 0.3762 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8316 - loss: 0.3708 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9005 - loss: 0.2589 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8640 - loss: 0.3168 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.8692 - loss: 0.3234 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8909 - loss: 0.2697 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8636 - loss: 0.3383 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8330 - loss: 0.3811 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.8469 - loss: 0.3608 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8297 - loss: 0.3554 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7939 - loss: 0.4520 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.8685 - loss: 0.3397 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8298 - loss: 0.3863 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8962 - loss: 0.2894 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8209 - loss: 0.3707 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8514 - loss: 0.3184 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8794 - loss: 0.3051 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.8844 - loss: 0.3305 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8828 - loss: 0.2842 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.8851 - loss: 0.2882 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8534 - loss: 0.3278 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8983 - loss: 0.2827 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.8863 - loss: 0.2980 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8726 - loss: 0.3247 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8924 - loss: 0.3028 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.8498 - loss: 0.3751 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8683 - loss: 0.3236 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8504 - loss: 0.3591 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8292 - loss: 0.4102 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9128 - loss: 0.2942 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8146 - loss: 0.4075 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9005 - loss: 0.2880 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.8903 - loss: 0.2868 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8812 - loss: 0.3119 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8622 - loss: 0.3091 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8080 - loss: 0.4101 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8897 - loss: 0.2629 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8454 - loss: 0.3336 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.8604 - loss: 0.3348 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8583 - loss: 0.3593 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.7931 - loss: 0.4488 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8932 - loss: 0.2742 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8612 - loss: 0.3257 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9034 - loss: 0.2580 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8370 - loss: 0.3564 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8397 - loss: 0.3586 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.8834 - loss: 0.3139 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9225 - loss: 0.2668 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8623 - loss: 0.3420 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.3056 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8752 - loss: 0.3266 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.8204 - loss: 0.3684 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8568 - loss: 0.3355 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.8842 - loss: 0.2895 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.8321 - loss: 0.3854 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8932 - loss: 0.2927 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8570 - loss: 0.3349 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8752 - loss: 0.3204 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.8329 - loss: 0.4163 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8648 - loss: 0.3797 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8809 - loss: 0.3224 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9089 - loss: 0.2770 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8465 - loss: 0.3368 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8038 - loss: 0.3908 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.8707 - loss: 0.3098 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8893 - loss: 0.3125 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8516 - loss: 0.3364 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.8467 - loss: 0.3542 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8617 - loss: 0.3268 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.8862 - loss: 0.3136 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8613 - loss: 0.3337 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8868 - loss: 0.2798 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8411 - loss: 0.3272 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8003 - loss: 0.4276 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8723 - loss: 0.3287 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8998 - loss: 0.2838 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.8648 - loss: 0.3334 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8753 - loss: 0.3286 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8248 - loss: 0.3955 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - accuracy: 0.8929 - loss: 0.2891 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8485 - loss: 0.3733 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.9067 - loss: 0.2796 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8843 - loss: 0.2912 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8500 - loss: 0.3767 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.8142 - loss: 0.3786 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8548 - loss: 0.3693 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8841 - loss: 0.3001 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.8651 - loss: 0.3319 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8797 - loss: 0.3392 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8434 - loss: 0.3832 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8649 - loss: 0.3284 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3282 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8585 - loss: 0.3679 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8402 - loss: 0.3631 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8726 - loss: 0.2750 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9025 - loss: 0.2819 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.8577 - loss: 0.3670 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.8588 - loss: 0.3364 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8561 - loss: 0.3281 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8756 - loss: 0.2717 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8649 - loss: 0.3487 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8805 - loss: 0.3319 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8872 - loss: 0.2867 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8554 - loss: 0.3301 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.8549 - loss: 0.3631 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.8616 - loss: 0.3166 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8103 - loss: 0.4315 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9257 - loss: 0.2602 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8317 - loss: 0.3689 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8765 - loss: 0.3087 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8387 - loss: 0.3252 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.2799 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8746 - loss: 0.3066 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8424 - loss: 0.3157 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8673 - loss: 0.3127 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8760 - loss: 0.3256 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8893 - loss: 0.3231 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8709 - loss: 0.3426 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8744 - loss: 0.3120 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8354 - loss: 0.3587 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8780 - loss: 0.3390 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7781 - loss: 0.4100 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8388 - loss: 0.3589 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8996 - loss: 0.3272 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8475 - loss: 0.3500 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8469 - loss: 0.4012 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8647 - loss: 0.3511 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8386 - loss: 0.3531 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8229 - loss: 0.3710 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8579 - loss: 0.3313 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8876 - loss: 0.3223 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8393 - loss: 0.3473 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.8468 - loss: 0.3652 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7988 - loss: 0.3810 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.8784 - loss: 0.3175 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9110 - loss: 0.2709 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8176 - loss: 0.4372 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8696 - loss: 0.3169 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8777 - loss: 0.3474 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8730 - loss: 0.3047 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.8480 - loss: 0.3738 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.8581 - loss: 0.3308 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8721 - loss: 0.2929 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.8455 - loss: 0.3368 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8837 - loss: 0.2857 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8990 - loss: 0.2591 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8773 - loss: 0.2899 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8789 - loss: 0.2997 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8448 - loss: 0.3922 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8530 - loss: 0.3365 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.9055 - loss: 0.2727 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8893 - loss: 0.3338 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.8621 - loss: 0.3731 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8365 - loss: 0.3870 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8489 - loss: 0.3956 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.8447 - loss: 0.3646 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8558 - loss: 0.3722 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8718 - loss: 0.3728 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8963 - loss: 0.2867 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8475 - loss: 0.3651 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8769 - loss: 0.3242 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8581 - loss: 0.3334 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8027 - loss: 0.3805 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8750 - loss: 0.3032 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - accuracy: 0.4353 - loss: 0.7177 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5318 - loss: 0.6923 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5715 - loss: 0.6861 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5536 - loss: 0.6900 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5301 - loss: 0.6928 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4713 - loss: 0.6944 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4518 - loss: 0.6948 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5384 - loss: 0.6932 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4385 - loss: 0.6939 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4787 - loss: 0.6934 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5370 - loss: 0.6936 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5866 - loss: 0.6915 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4038 - loss: 0.6946 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4363 - loss: 0.6941 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4849 - loss: 0.6939 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4458 - loss: 0.6943 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3597 - loss: 0.6943 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5005 - loss: 0.6938 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4850 - loss: 0.6940 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4671 - loss: 0.6935 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4831 - loss: 0.6938 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5053 - loss: 0.6934 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4750 - loss: 0.6936 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4058 - loss: 0.6941 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.3873 - loss: 0.6942 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5114 - loss: 0.6936 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5496 - loss: 0.6931 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4511 - loss: 0.6940 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4671 - loss: 0.6942 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5171 - loss: 0.6936 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5007 - loss: 0.6942 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5532 - loss: 0.6935 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4338 - loss: 0.6939 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5039 - loss: 0.6937 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4126 - loss: 0.6938 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5017 - loss: 0.6939 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4008 - loss: 0.6942 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4357 - loss: 0.6940 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5037 - loss: 0.6934 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4502 - loss: 0.6938 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5063 - loss: 0.6938 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5564 - loss: 0.6929 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5668 - loss: 0.6930 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3914 - loss: 0.6939 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4737 - loss: 0.6939 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4845 - loss: 0.6940 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5989 - loss: 0.6920 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5429 - loss: 0.6934 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4848 - loss: 0.6939 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5243 - loss: 0.6939 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5764 - loss: 0.6933 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5830 - loss: 0.6929 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4616 - loss: 0.6942 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.4894 - loss: 0.6935 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4496 - loss: 0.6942 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5443 - loss: 0.6934 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4059 - loss: 0.6942 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4109 - loss: 0.6940 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5912 - loss: 0.6924 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4071 - loss: 0.6945 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5849 - loss: 0.6916 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4281 - loss: 0.6940 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5631 - loss: 0.6929 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4482 - loss: 0.6939 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5698 - loss: 0.6924 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4746 - loss: 0.6940 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4868 - loss: 0.6940 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4516 - loss: 0.6944 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3589 - loss: 0.6943 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - accuracy: 0.4163 - loss: 0.6940 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4809 - loss: 0.6941 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5326 - loss: 0.6934 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4477 - loss: 0.6938 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5123 - loss: 0.6940 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4639 - loss: 0.6940 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5301 - loss: 0.6934 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4305 - loss: 0.6942 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4849 - loss: 0.6940 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - accuracy: 0.5586 - loss: 0.6927 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5265 - loss: 0.6937 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5242 - loss: 0.6930 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4197 - loss: 0.6941 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4470 - loss: 0.6942 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5505 - loss: 0.6931 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4712 - loss: 0.6941 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4581 - loss: 0.6937 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5438 - loss: 0.6934 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5029 - loss: 0.6935 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5046 - loss: 0.6937 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4874 - loss: 0.6941 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4643 - loss: 0.6943 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4706 - loss: 0.6934 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5839 - loss: 0.6930 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4962 - loss: 0.6929 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5161 - loss: 0.6938 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4651 - loss: 0.6940 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4391 - loss: 0.6938 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5204 - loss: 0.6934 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4465 - loss: 0.6938 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4803 - loss: 0.6932 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4423 - loss: 0.6941 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4862 - loss: 0.6938 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4964 - loss: 0.6937 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4291 - loss: 0.6943 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5231 - loss: 0.6929 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4506 - loss: 0.6938 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4153 - loss: 0.6940 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5094 - loss: 0.6938 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5135 - loss: 0.6933 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5317 - loss: 0.6928 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4953 - loss: 0.6935 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4693 - loss: 0.6939 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4519 - loss: 0.6943 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4881 - loss: 0.6941 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4754 - loss: 0.6941 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4903 - loss: 0.6933 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5399 - loss: 0.6937 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4205 - loss: 0.6944 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5190 - loss: 0.6937 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5065 - loss: 0.6937 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5009 - loss: 0.6933 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4275 - loss: 0.6941 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3901 - loss: 0.6940 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5952 - loss: 0.6920 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5504 - loss: 0.6933 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4197 - loss: 0.6942 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5160 - loss: 0.6939 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4897 - loss: 0.6937 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3704 - loss: 0.6941 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4421 - loss: 0.6940 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5227 - loss: 0.6938 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4998 - loss: 0.6936 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4720 - loss: 0.6940 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5359 - loss: 0.6931 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4664 - loss: 0.6940 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4309 - loss: 0.6943 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4208 - loss: 0.6940 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4191 - loss: 0.6943 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4934 - loss: 0.6941 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4260 - loss: 0.6943 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5070 - loss: 0.6930 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4704 - loss: 0.6938 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5536 - loss: 0.6936 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4620 - loss: 0.6943 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4624 - loss: 0.6941 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4281 - loss: 0.6942 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4956 - loss: 0.6941 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4783 - loss: 0.6938 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5742 - loss: 0.6928 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - accuracy: 0.4831 - loss: 0.6939 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5298 - loss: 0.6935 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5346 - loss: 0.6930 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4836 - loss: 0.6939 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5526 - loss: 0.6929 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5273 - loss: 0.6939 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3805 - loss: 0.6943 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5219 - loss: 0.6934 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4668 - loss: 0.6944 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4674 - loss: 0.6940 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5058 - loss: 0.6938 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4878 - loss: 0.6939 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5140 - loss: 0.6938 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5408 - loss: 0.6931 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3700 - loss: 0.6942 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4984 - loss: 0.6938 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4351 - loss: 0.6943 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4546 - loss: 0.6941 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4200 - loss: 0.6940 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3917 - loss: 0.6942 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5392 - loss: 0.6938 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4536 - loss: 0.6940 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5543 - loss: 0.6929 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5050 - loss: 0.6930 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5682 - loss: 0.6930 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4680 - loss: 0.6940 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4380 - loss: 0.6943 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4373 - loss: 0.6940 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5267 - loss: 0.6938 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4750 - loss: 0.6940 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5187 - loss: 0.6936 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4257 - loss: 0.6945 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4792 - loss: 0.6941 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5123 - loss: 0.6933 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5594 - loss: 0.6935 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4421 - loss: 0.6943 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4631 - loss: 0.6941 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5080 - loss: 0.6935 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4906 - loss: 0.6941 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4659 - loss: 0.6939 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4471 - loss: 0.6943 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4586 - loss: 0.6944 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4704 - loss: 0.6938 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5077 - loss: 0.6931 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5384 - loss: 0.6927 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4722 - loss: 0.6939 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4845 - loss: 0.6935 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5255 - loss: 0.6930 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3981 - loss: 0.6941 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5320 - loss: 0.6930 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4594 - loss: 0.6942 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4497 - loss: 0.6940 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4843 - loss: 0.6934 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4899 - loss: 0.6939 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5619 - loss: 0.6929 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5433 - loss: 0.6933 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4772 - loss: 0.6943 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5581 - loss: 0.6932 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5771 - loss: 0.6916 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5656 - loss: 0.6913 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5563 - loss: 0.6926 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5712 - loss: 0.6932 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5270 - loss: 0.6938 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5708 - loss: 0.6929 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5011 - loss: 0.6938 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5147 - loss: 0.6930 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4902 - loss: 0.6936 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4355 - loss: 0.6939 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4519 - loss: 0.6940 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4727 - loss: 0.6942 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4624 - loss: 0.6943 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4947 - loss: 0.6937 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5157 - loss: 0.6930 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4272 - loss: 0.6943 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4309 - loss: 0.6943 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4194 - loss: 0.6939 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4824 - loss: 0.6931 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5183 - loss: 0.6940 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5263 - loss: 0.6936 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4861 - loss: 0.6939 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4438 - loss: 0.6940 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4812 - loss: 0.6938 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4812 - loss: 0.6939 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5066 - loss: 0.6932 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5141 - loss: 0.6940 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4503 - loss: 0.6941 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5206 - loss: 0.6937 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4588 - loss: 0.6937 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5146 - loss: 0.6937 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4610 - loss: 0.6940 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5403 - loss: 0.6937 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4742 - loss: 0.6940 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5647 - loss: 0.6934 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4798 - loss: 0.6936 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4371 - loss: 0.6937 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5196 - loss: 0.6934 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5253 - loss: 0.6937 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4815 - loss: 0.6941 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5490 - loss: 0.6931 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4115 - loss: 0.6942 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4412 - loss: 0.6942 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5375 - loss: 0.6933 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4714 - loss: 0.6940 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5337 - loss: 0.6934 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3876 - loss: 0.6941 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4954 - loss: 0.6936 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3949 - loss: 0.6942 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4598 - loss: 0.6940 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5615 - loss: 0.6930 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5157 - loss: 0.6935 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3885 - loss: 0.6941 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5498 - loss: 0.6936 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4884 - loss: 0.6933 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5265 - loss: 0.6939 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5133 - loss: 0.6934 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5764 - loss: 0.6920 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4751 - loss: 0.6939 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4971 - loss: 0.6941 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4884 - loss: 0.6935 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3450 - loss: 0.6940 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5479 - loss: 0.6925 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4997 - loss: 0.6936 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5154 - loss: 0.6939 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5622 - loss: 0.6930 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4436 - loss: 0.6942 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5157 - loss: 0.6933 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5402 - loss: 0.6933 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5203 - loss: 0.6938 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4751 - loss: 0.6940 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4296 - loss: 0.6944 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4911 - loss: 0.6937 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5438 - loss: 0.6932 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5364 - loss: 0.6925 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4781 - loss: 0.6941 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4234 - loss: 0.6942 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5059 - loss: 0.6940 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5029 - loss: 0.6935 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5238 - loss: 0.6937 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3780 - loss: 0.6942 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4163 - loss: 0.6941 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5429 - loss: 0.6935 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4584 - loss: 0.6939 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4706 - loss: 0.6940 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4633 - loss: 0.6939 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4621 - loss: 0.6941 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4972 - loss: 0.6937 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5500 - loss: 0.6927 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5082 - loss: 0.6938 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5540 - loss: 0.6935 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4781 - loss: 0.6941 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4747 - loss: 0.6941 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4991 - loss: 0.6935 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4822 - loss: 0.6942 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4791 - loss: 0.6939 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4809 - loss: 0.6937 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4786 - loss: 0.6939 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4650 - loss: 0.6940 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5015 - loss: 0.6938 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5618 - loss: 0.6932 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4955 - loss: 0.6937 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4807 - loss: 0.6936 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5169 - loss: 0.6935 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5591 - loss: 0.6929 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5719 - loss: 0.6929 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5085 - loss: 0.6939 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4455 - loss: 0.6941 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5050 - loss: 0.6936 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4963 - loss: 0.6935 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.5371 - loss: 0.6936 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5306 - loss: 0.6939 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3486 - loss: 0.6942 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4677 - loss: 0.6936 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.4747 - loss: 0.6938 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4667 - loss: 0.6940 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5257 - loss: 0.6938 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4812 - loss: 0.6941 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4777 - loss: 0.6941 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4682 - loss: 0.6937 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4687 - loss: 0.6935 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5124 - loss: 0.6935 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4497 - loss: 0.6937 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4483 - loss: 0.6941 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4882 - loss: 0.6936 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4960 - loss: 0.6940 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4240 - loss: 0.6940 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4108 - loss: 0.6941 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5287 - loss: 0.6933 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5339 - loss: 0.6936 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5080 - loss: 0.6936 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5433 - loss: 0.6926 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4574 - loss: 0.6940 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4694 - loss: 0.6939 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4893 - loss: 0.6941 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4752 - loss: 0.6934 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5535 - loss: 0.6935 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4839 - loss: 0.6940 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5002 - loss: 0.6935 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5273 - loss: 0.6932 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.4419 - loss: 0.6944 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5651 - loss: 0.6929 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4484 - loss: 0.6937 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5416 - loss: 0.6941 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3868 - loss: 0.6941 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4424 - loss: 0.6938 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5449 - loss: 0.6939 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4849 - loss: 0.6936 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4791 - loss: 0.6936 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4482 - loss: 0.6939 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4930 - loss: 0.6936 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4391 - loss: 0.6942 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4557 - loss: 0.6939 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4965 - loss: 0.6942 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5497 - loss: 0.6935 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5151 - loss: 0.6932 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4664 - loss: 0.6937 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5591 - loss: 0.6928 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4024 - loss: 0.6941 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3967 - loss: 0.6942 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4237 - loss: 0.6942 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4367 - loss: 0.6936 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5598 - loss: 0.6928 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5380 - loss: 0.6936 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4594 - loss: 0.6935 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5384 - loss: 0.6932 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5030 - loss: 0.6938 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5372 - loss: 0.6938 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4508 - loss: 0.6939 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5273 - loss: 0.6940 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4671 - loss: 0.6937 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4586 - loss: 0.6939 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5664 - loss: 0.6923 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4678 - loss: 0.6940 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5126 - loss: 0.6936 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4695 - loss: 0.6938 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4597 - loss: 0.6944 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5103 - loss: 0.6938 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4211 - loss: 0.6943 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3353 - loss: 0.6945 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3719 - loss: 0.6944 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3884 - loss: 0.6945 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4494 - loss: 0.6941 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4525 - loss: 0.6936 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5016 - loss: 0.6942 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4010 - loss: 0.6944 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4715 - loss: 0.6940 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4323 - loss: 0.6938 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3901 - loss: 0.6942 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4301 - loss: 0.6942 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4539 - loss: 0.6941 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4384 - loss: 0.6941 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5941 - loss: 0.6924 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.2569 - loss: 0.6950 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.4765 - loss: 0.7271 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.5236 - loss: 0.7109 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4403 - loss: 0.7134 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5231 - loss: 0.6954 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5093 - loss: 0.6999 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5322 - loss: 0.7034 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.5093 - loss: 0.7001 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.4774 - loss: 0.6915 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4453 - loss: 0.7034 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.4729 - loss: 0.7017 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5188 - loss: 0.6885 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4670 - loss: 0.7002 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5490 - loss: 0.6947 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.4259 - loss: 0.7016 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4884 - loss: 0.6914 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.4794 - loss: 0.6952 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5731 - loss: 0.6982 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6724 - loss: 0.6943 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3557 - loss: 0.6964 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4568 - loss: 0.6934 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4718 - loss: 0.6969 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.3897 - loss: 0.6981 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5301 - loss: 0.6922 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4047 - loss: 0.6998 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3632 - loss: 0.6982 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3175 - loss: 0.6973 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.4340 - loss: 0.6962 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4938 - loss: 0.6949 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5476 - loss: 0.6960 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 732us/step - accuracy: 0.4910 - loss: 0.6938 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6720 - loss: 0.6896 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4031 - loss: 0.6930 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.6070 - loss: 0.6889 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5296 - loss: 0.6924 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3857 - loss: 0.6969 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.4845 - loss: 0.6933 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5738 - loss: 0.6958 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.5110 - loss: 0.6923 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4258 - loss: 0.6945 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.5074 - loss: 0.6954 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4762 - loss: 0.6937 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4937 - loss: 0.6936 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4419 - loss: 0.6932 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.4566 - loss: 0.6934 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4843 - loss: 0.6958 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4546 - loss: 0.6937 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5201 - loss: 0.6952 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4850 - loss: 0.6934 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5009 - loss: 0.6937 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.5231 - loss: 0.6952 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4471 - loss: 0.6950 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5093 - loss: 0.6949 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.4401 - loss: 0.6942 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4797 - loss: 0.6945 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.4998 - loss: 0.6955 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5405 - loss: 0.6938 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4626 - loss: 0.6941 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4225 - loss: 0.6958 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.5235 - loss: 0.6933 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4251 - loss: 0.6961 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.4304 - loss: 0.6946 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5261 - loss: 0.6938 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.4478 - loss: 0.6950 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4573 - loss: 0.6941 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4908 - loss: 0.6943 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.4208 - loss: 0.6956 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.4768 - loss: 0.6950 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.5605 - loss: 0.6927 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.5066 - loss: 0.6945 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.4033 - loss: 0.6955 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.3790 - loss: 0.6959 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.4886 - loss: 0.6945 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5083 - loss: 0.6934 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5380 - loss: 0.6933 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5386 - loss: 0.6926 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5546 - loss: 0.6911 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4961 - loss: 0.6939 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3747 - loss: 0.6958 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.4379 - loss: 0.6956 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5679 - loss: 0.6932 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.5023 - loss: 0.6946 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5683 - loss: 0.6926 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4476 - loss: 0.6948 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5252 - loss: 0.6936 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5554 - loss: 0.6938 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.5502 - loss: 0.6921 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4056 - loss: 0.6951 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4093 - loss: 0.6956 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.4673 - loss: 0.6937 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.4220 - loss: 0.6956 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4252 - loss: 0.6947 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4609 - loss: 0.6942 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5041 - loss: 0.6939 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5334 - loss: 0.6924 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.5159 - loss: 0.6948 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4361 - loss: 0.6947 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4016 - loss: 0.6948 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4978 - loss: 0.6941 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5663 - loss: 0.6930 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.4973 - loss: 0.6939 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4668 - loss: 0.6944 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4902 - loss: 0.6947 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.4323 - loss: 0.6950 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4234 - loss: 0.6946 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5095 - loss: 0.6951 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4976 - loss: 0.6949 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.6044 - loss: 0.6912 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5254 - loss: 0.6944 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5092 - loss: 0.6936 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5417 - loss: 0.6936 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.4045 - loss: 0.6939 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4061 - loss: 0.6955 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5119 - loss: 0.6933 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5478 - loss: 0.6936 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.4699 - loss: 0.6947 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4183 - loss: 0.6948 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.4692 - loss: 0.6944 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4400 - loss: 0.6943 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.5067 - loss: 0.6941 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4976 - loss: 0.6939 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5331 - loss: 0.6943 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.4610 - loss: 0.6943 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4821 - loss: 0.6949 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.5599 - loss: 0.6917 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4941 - loss: 0.6953 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4328 - loss: 0.6946 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4523 - loss: 0.6945 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5340 - loss: 0.6934 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4140 - loss: 0.6950 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4470 - loss: 0.6947 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4582 - loss: 0.6945 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.4786 - loss: 0.6940 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.4815 - loss: 0.6941 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5096 - loss: 0.6937 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.4998 - loss: 0.6944 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4794 - loss: 0.6941 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.4965 - loss: 0.6944 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4859 - loss: 0.6936 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4834 - loss: 0.6946 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5242 - loss: 0.6930 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.4575 - loss: 0.6948 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.4901 - loss: 0.6936 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4555 - loss: 0.6943 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5747 - loss: 0.6920 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5151 - loss: 0.6938 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.5133 - loss: 0.6939 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5044 - loss: 0.6946 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4338 - loss: 0.6948 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.4535 - loss: 0.6940 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5198 - loss: 0.6942 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.4938 - loss: 0.6926 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4022 - loss: 0.6950 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5125 - loss: 0.6932 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4923 - loss: 0.6937 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4489 - loss: 0.6946 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4348 - loss: 0.6944 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.4684 - loss: 0.6935 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4051 - loss: 0.6952 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.3921 - loss: 0.6945 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3670 - loss: 0.6954 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4988 - loss: 0.6932 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5472 - loss: 0.6930 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.5246 - loss: 0.6941 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4767 - loss: 0.6939 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.4727 - loss: 0.6941 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4561 - loss: 0.6941 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.5244 - loss: 0.6936 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5223 - loss: 0.6936 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4789 - loss: 0.6944 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4960 - loss: 0.6948 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5178 - loss: 0.6937 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4680 - loss: 0.6940 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.5090 - loss: 0.6933 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4844 - loss: 0.6940 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5007 - loss: 0.6939 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4858 - loss: 0.6938 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.3968 - loss: 0.6954 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4935 - loss: 0.6938 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.4935 - loss: 0.6940 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4979 - loss: 0.6949 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.5377 - loss: 0.6927 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4377 - loss: 0.6943 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.4941 - loss: 0.6942 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4447 - loss: 0.6946 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.4815 - loss: 0.6944 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4843 - loss: 0.6937 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4571 - loss: 0.6947 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4668 - loss: 0.6942 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5644 - loss: 0.6927 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4819 - loss: 0.6942 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4899 - loss: 0.6947 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.4930 - loss: 0.6944 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5280 - loss: 0.6935 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5714 - loss: 0.6909 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.5332 - loss: 0.6936 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5865 - loss: 0.6920 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.5004 - loss: 0.6926 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.5540 - loss: 0.6923 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.5047 - loss: 0.6926 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4790 - loss: 0.6948 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.5028 - loss: 0.6949 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5140 - loss: 0.6938 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4901 - loss: 0.6946 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5305 - loss: 0.6943 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.5272 - loss: 0.6932 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5043 - loss: 0.6940 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.5046 - loss: 0.6939 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4761 - loss: 0.6937 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5447 - loss: 0.6926 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3902 - loss: 0.6942 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.3387 - loss: 0.6949 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4926 - loss: 0.6937 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.5029 - loss: 0.6945 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4415 - loss: 0.6946 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 764us/step - accuracy: 0.4488 - loss: 0.6944 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4721 - loss: 0.6935 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 763us/step - accuracy: 0.4832 - loss: 0.6942 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4908 - loss: 0.6936 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4336 - loss: 0.6947 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4395 - loss: 0.6946 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.4574 - loss: 0.6946 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5117 - loss: 0.6939 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.4702 - loss: 0.6943 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.5753 - loss: 0.6927 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5605 - loss: 0.6911 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4666 - loss: 0.6947 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.4660 - loss: 0.6940 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3855 - loss: 0.6946 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4009 - loss: 0.6943 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3586 - loss: 0.6946 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.4720 - loss: 0.6939 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4825 - loss: 0.6936 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.5280 - loss: 0.6941 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.4250 - loss: 0.6940 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4926 - loss: 0.6942 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4807 - loss: 0.6939 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4670 - loss: 0.6943 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.5376 - loss: 0.6935 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4693 - loss: 0.6940 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4633 - loss: 0.6948 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4361 - loss: 0.6945 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.4448 - loss: 0.6939 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.5532 - loss: 0.6925 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4532 - loss: 0.6944 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5224 - loss: 0.6936 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5605 - loss: 0.6931 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.4590 - loss: 0.6943 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4687 - loss: 0.6937 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5438 - loss: 0.6933 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.4463 - loss: 0.6943 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5300 - loss: 0.6941 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4508 - loss: 0.6941 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4773 - loss: 0.6939 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4120 - loss: 0.6943 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.4293 - loss: 0.6941 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4779 - loss: 0.6939 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.4873 - loss: 0.6940 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4911 - loss: 0.6940 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.4965 - loss: 0.6947 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4875 - loss: 0.6939 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4876 - loss: 0.6939 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.4820 - loss: 0.6940 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.4981 - loss: 0.6943 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5482 - loss: 0.6937 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4658 - loss: 0.6937 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4978 - loss: 0.6937 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.5135 - loss: 0.6940 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4793 - loss: 0.6942 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5229 - loss: 0.6938 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4471 - loss: 0.6941 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4756 - loss: 0.6939 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3984 - loss: 0.6943 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.4734 - loss: 0.6943 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.4596 - loss: 0.6941 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4764 - loss: 0.6938 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5398 - loss: 0.6931 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4919 - loss: 0.6941 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.5158 - loss: 0.6938 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5216 - loss: 0.6931 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.4212 - loss: 0.6947 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4808 - loss: 0.6948 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5047 - loss: 0.6938 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5025 - loss: 0.6936 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.5259 - loss: 0.6934 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.4531 - loss: 0.6941 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.4236 - loss: 0.6944 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.4724 - loss: 0.6941 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.5108 - loss: 0.6938 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4915 - loss: 0.6943 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.5009 - loss: 0.6939 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4295 - loss: 0.6944 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5055 - loss: 0.6940 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3953 - loss: 0.6943 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5339 - loss: 0.6929 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5097 - loss: 0.6940 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4914 - loss: 0.6945 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.5386 - loss: 0.6930 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4518 - loss: 0.6940 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 802us/step - accuracy: 0.5583 - loss: 0.6938 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5203 - loss: 0.6940 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3766 - loss: 0.6943 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 723us/step - accuracy: 0.4814 - loss: 0.6937 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5241 - loss: 0.6937 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4729 - loss: 0.6936 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4056 - loss: 0.6943 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3781 - loss: 0.6941 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5112 - loss: 0.6940 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.4596 - loss: 0.6939 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4018 - loss: 0.6943 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.5234 - loss: 0.6931 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4270 - loss: 0.6943 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.3704 - loss: 0.6942 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5160 - loss: 0.6937 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.5065 - loss: 0.6939 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4379 - loss: 0.6941 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.4968 - loss: 0.6938 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5292 - loss: 0.6932 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.4055 - loss: 0.6940 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5121 - loss: 0.6931 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4368 - loss: 0.6944 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.4456 - loss: 0.6943 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.5022 - loss: 0.6934 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.5191 - loss: 0.6936 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5018 - loss: 0.6940 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.4935 - loss: 0.6940 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4540 - loss: 0.6940 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.5499 - loss: 0.6927 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4744 - loss: 0.6942 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.4865 - loss: 0.6939 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5048 - loss: 0.6933 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4823 - loss: 0.6931 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.3996 - loss: 0.6949 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - accuracy: 0.5649 - loss: 0.6923 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4577 - loss: 0.6940 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4784 - loss: 0.6936 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5884 - loss: 0.6923 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4292 - loss: 0.6939 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.5166 - loss: 0.6939 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.5065 - loss: 0.6929 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4662 - loss: 0.6932 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.5481 - loss: 0.6925 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5520 - loss: 0.6931 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4383 - loss: 0.6940 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4409 - loss: 0.6941 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.5226 - loss: 0.6937 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.5390 - loss: 0.6937 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4878 - loss: 0.6938 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5026 - loss: 0.6935 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5149 - loss: 0.6937 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.4304 - loss: 0.6940 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4763 - loss: 0.6939 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.5831 - loss: 0.6929 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.5355 - loss: 0.6933 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.4451 - loss: 0.6943 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.5103 - loss: 0.6940 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5171 - loss: 0.6939 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.5372 - loss: 0.6933 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4747 - loss: 0.6936 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.5143 - loss: 0.6938 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3821 - loss: 0.6942 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 782us/step - accuracy: 0.5377 - loss: 0.6937 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4659 - loss: 0.6940 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 811us/step - accuracy: 0.4177 - loss: 0.6940 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4701 - loss: 0.6939 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 747us/step - accuracy: 0.4997 - loss: 0.6936 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.4774 - loss: 0.6939 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.5278 - loss: 0.6938 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4691 - loss: 0.6940 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4646 - loss: 0.6935 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3985 - loss: 0.6944 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.5139 - loss: 0.6922 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4055 - loss: 0.6945 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5125 - loss: 0.6936 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4303 - loss: 0.6940 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5449 - loss: 0.6940 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.4398 - loss: 0.6939 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4675 - loss: 0.6934 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4962 - loss: 0.6934 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - accuracy: 0.5375 - loss: 0.6932 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4823 - loss: 0.6938 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.5273 - loss: 0.6939 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5037 - loss: 0.6934 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.4178 - loss: 0.6941 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5209 - loss: 0.6931 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4937 - loss: 0.6939 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.5442 - loss: 0.6930 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4939 - loss: 0.6938 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.5626 - loss: 0.6922 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4637 - loss: 0.6937 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4242 - loss: 0.6939 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4173 - loss: 0.6938 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.4724 - loss: 0.6937 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4525 - loss: 0.6939 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5636 - loss: 0.6932 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.4151 - loss: 0.6938 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5020 - loss: 0.6937 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5401 - loss: 0.6931 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5065 - loss: 0.6929 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4797 - loss: 0.6939 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5284 - loss: 0.6935 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7431 - loss: 0.6908 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5263 - loss: 0.6897 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.5133 - loss: 0.7035 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4760 - loss: 0.7077 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5328 - loss: 0.6933 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5054 - loss: 0.6929 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.4936 - loss: 0.6976 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.4696 - loss: 0.6971 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4908 - loss: 0.6909 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4927 - loss: 0.6928 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.5237 - loss: 0.6881 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4818 - loss: 0.6931 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.5287 - loss: 0.6846 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.5624 - loss: 0.6895 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5008 - loss: 0.6930 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.5780 - loss: 0.6798 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5737 - loss: 0.6856 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5517 - loss: 0.6849 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5307 - loss: 0.6881 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4741 - loss: 0.6894 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.4880 - loss: 0.6826 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5771 - loss: 0.6816 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6186 - loss: 0.6779 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5803 - loss: 0.6789 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6285 - loss: 0.6675 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 772us/step - accuracy: 0.7006 - loss: 0.6629 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.6597 - loss: 0.6664 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6694 - loss: 0.6443 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.7298 - loss: 0.6468 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7738 - loss: 0.6363 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7658 - loss: 0.6212 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7450 - loss: 0.6198 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8134 - loss: 0.5703 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8164 - loss: 0.5520 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.7682 - loss: 0.5437 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7824 - loss: 0.4942 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.8416 - loss: 0.4457 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7921 - loss: 0.4884 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.8773 - loss: 0.3893 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7981 - loss: 0.4391 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.8212 - loss: 0.4337 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8307 - loss: 0.4140 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.8982 - loss: 0.3388 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8525 - loss: 0.3390 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8411 - loss: 0.3847 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.8541 - loss: 0.3134 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.8555 - loss: 0.3792 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.8498 - loss: 0.3006 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8500 - loss: 0.3457 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8374 - loss: 0.4105 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7715 - loss: 0.4608 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9009 - loss: 0.2398 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.8878 - loss: 0.2879 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.7990 - loss: 0.4217 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8422 - loss: 0.3630 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8604 - loss: 0.3492 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8885 - loss: 0.3051 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.8286 - loss: 0.4053 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8165 - loss: 0.3956 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8561 - loss: 0.3523 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8825 - loss: 0.3250 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8719 - loss: 0.3665 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8419 - loss: 0.3608 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.8956 - loss: 0.2642 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.3928 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8476 - loss: 0.3311 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8670 - loss: 0.2992 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8706 - loss: 0.3406 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8691 - loss: 0.3387 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8334 - loss: 0.3721 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.8635 - loss: 0.3496 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8153 - loss: 0.3969 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8227 - loss: 0.4253 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.8805 - loss: 0.3134 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8164 - loss: 0.3781 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8256 - loss: 0.4259 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8493 - loss: 0.3730 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.8771 - loss: 0.3281 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8758 - loss: 0.3069 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8766 - loss: 0.3400 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8390 - loss: 0.4089 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8712 - loss: 0.3584 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8973 - loss: 0.2811 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.2999 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8354 - loss: 0.3434 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8589 - loss: 0.3567 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.8886 - loss: 0.3121 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.3842 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8612 - loss: 0.2977 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.8563 - loss: 0.3625 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8502 - loss: 0.4075 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8502 - loss: 0.3881 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8522 - loss: 0.3337 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.8584 - loss: 0.3184 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8598 - loss: 0.3415 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8492 - loss: 0.3879 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.8324 - loss: 0.3868 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8505 - loss: 0.3911 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8744 - loss: 0.2983 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8439 - loss: 0.3631 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.8563 - loss: 0.3918 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8455 - loss: 0.3609 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.8481 - loss: 0.3585 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8293 - loss: 0.4143 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8812 - loss: 0.2968 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.8557 - loss: 0.3523 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8046 - loss: 0.4564 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.8532 - loss: 0.3366 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8468 - loss: 0.3974 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8817 - loss: 0.3184 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - accuracy: 0.8819 - loss: 0.2840 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8579 - loss: 0.3520 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8553 - loss: 0.3438 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8687 - loss: 0.3191 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8071 - loss: 0.4385 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8646 - loss: 0.3561 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.8776 - loss: 0.2950 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8923 - loss: 0.3131 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8556 - loss: 0.3072 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8543 - loss: 0.3464 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.8862 - loss: 0.3329 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8366 - loss: 0.4097 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8789 - loss: 0.2868 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8817 - loss: 0.3179 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8466 - loss: 0.4054 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.8737 - loss: 0.2940 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8656 - loss: 0.3486 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.8169 - loss: 0.3970 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9086 - loss: 0.2631 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.8557 - loss: 0.3271 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8722 - loss: 0.3641 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.8784 - loss: 0.3107 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.8560 - loss: 0.3504 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8274 - loss: 0.3851 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8514 - loss: 0.3166 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8692 - loss: 0.3375 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.8448 - loss: 0.3951 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.8809 - loss: 0.3131 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8733 - loss: 0.2965 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8510 - loss: 0.3437 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.8706 - loss: 0.3326 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8448 - loss: 0.3499 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.8451 - loss: 0.3928 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.8807 - loss: 0.2728 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.8847 - loss: 0.3267 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8806 - loss: 0.3085 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.7945 - loss: 0.4280 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8472 - loss: 0.3924 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8207 - loss: 0.4168 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.9062 - loss: 0.3109 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8786 - loss: 0.2888 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.8647 - loss: 0.3346 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8720 - loss: 0.3134 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8632 - loss: 0.3155 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.8861 - loss: 0.3256 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.2885 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8139 - loss: 0.4149 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8613 - loss: 0.3096 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.8702 - loss: 0.3539 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.8505 - loss: 0.3326 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8439 - loss: 0.3316 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8580 - loss: 0.3894 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8532 - loss: 0.3567 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8571 - loss: 0.2932 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.8459 - loss: 0.3522 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9147 - loss: 0.2719 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8545 - loss: 0.3397 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9157 - loss: 0.2584 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9217 - loss: 0.2821 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8703 - loss: 0.3149 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8380 - loss: 0.3651 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8909 - loss: 0.3119 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9043 - loss: 0.2784 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8512 - loss: 0.3771 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.8583 - loss: 0.3404 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.8650 - loss: 0.2874 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8488 - loss: 0.3334 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.8036 - loss: 0.4124 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8677 - loss: 0.3278 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.8609 - loss: 0.3017 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8641 - loss: 0.3516 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9052 - loss: 0.2810 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.8676 - loss: 0.2947 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8627 - loss: 0.3337 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8778 - loss: 0.3500 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8538 - loss: 0.3358 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8492 - loss: 0.3541 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8315 - loss: 0.4207 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8642 - loss: 0.3046 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8971 - loss: 0.3029 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8805 - loss: 0.3080 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.9090 - loss: 0.3016 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 780us/step - accuracy: 0.8324 - loss: 0.3388 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8569 - loss: 0.3351 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8838 - loss: 0.2746 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.8795 - loss: 0.3109 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8419 - loss: 0.3890 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8710 - loss: 0.3519 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.8524 - loss: 0.3278 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9475 - loss: 0.2101 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9031 - loss: 0.2914 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8793 - loss: 0.2956 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7842 - loss: 0.4311 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9031 - loss: 0.2457 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.8087 - loss: 0.4369 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8432 - loss: 0.3537 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8487 - loss: 0.3460 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8837 - loss: 0.3085 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7926 - loss: 0.4194 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.8658 - loss: 0.3380 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8763 - loss: 0.2982 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8961 - loss: 0.2794 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8528 - loss: 0.3169 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8658 - loss: 0.3268 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8271 - loss: 0.4261 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8578 - loss: 0.3612 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8309 - loss: 0.3340 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.8815 - loss: 0.3046 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.8820 - loss: 0.2946 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8716 - loss: 0.3445 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8740 - loss: 0.3563 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8942 - loss: 0.2970 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8751 - loss: 0.3041 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8445 - loss: 0.3451 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8711 - loss: 0.3311 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8357 - loss: 0.3276 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.8655 - loss: 0.3344 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8347 - loss: 0.3561 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8937 - loss: 0.3067 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8862 - loss: 0.2765 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8822 - loss: 0.2863 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8752 - loss: 0.2902 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 746us/step - accuracy: 0.8733 - loss: 0.3122 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9008 - loss: 0.2649 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.8436 - loss: 0.3341 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8652 - loss: 0.3373 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.8906 - loss: 0.2608 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.3569 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.8314 - loss: 0.3228 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.8714 - loss: 0.3214 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.8828 - loss: 0.3062 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8593 - loss: 0.3646 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.9163 - loss: 0.2598 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8472 - loss: 0.3633 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8922 - loss: 0.3055 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8488 - loss: 0.3469 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8583 - loss: 0.3341 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8739 - loss: 0.3753 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.8789 - loss: 0.3154 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8490 - loss: 0.3613 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.8338 - loss: 0.3795 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.8322 - loss: 0.3815 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.8504 - loss: 0.3445 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9019 - loss: 0.3073 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.2933 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8517 - loss: 0.3368 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.8957 - loss: 0.2800 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8725 - loss: 0.3421 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9004 - loss: 0.2682 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8497 - loss: 0.3473 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8479 - loss: 0.3379 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8900 - loss: 0.3191 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.8830 - loss: 0.2870 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.8583 - loss: 0.3920 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8973 - loss: 0.2790 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.8757 - loss: 0.3416 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.8619 - loss: 0.3686 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8283 - loss: 0.3911 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - accuracy: 0.8685 - loss: 0.3459 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8415 - loss: 0.3530 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8626 - loss: 0.3455 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9085 - loss: 0.2827 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9401 - loss: 0.2202 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.3093 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8438 - loss: 0.3851 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8852 - loss: 0.2783 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8907 - loss: 0.2805 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.8243 - loss: 0.4122 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8444 - loss: 0.3788 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.8673 - loss: 0.3463 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.8667 - loss: 0.3155 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.8767 - loss: 0.3221 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8719 - loss: 0.3137 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8342 - loss: 0.3875 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.9003 - loss: 0.3147 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8719 - loss: 0.2952 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8895 - loss: 0.3113 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8469 - loss: 0.3627 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.8510 - loss: 0.3336 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.8828 - loss: 0.3046 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9061 - loss: 0.2646 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8591 - loss: 0.3255 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8864 - loss: 0.2736 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8678 - loss: 0.3181 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.8775 - loss: 0.3172 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8913 - loss: 0.3327 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.8661 - loss: 0.2822 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8311 - loss: 0.3930 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8874 - loss: 0.3387 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8698 - loss: 0.2965 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8414 - loss: 0.3567 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.8731 - loss: 0.3258 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8695 - loss: 0.3184 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - accuracy: 0.8123 - loss: 0.4068 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8595 - loss: 0.3171 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8502 - loss: 0.4096 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.9056 - loss: 0.2699 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8657 - loss: 0.3502 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8049 - loss: 0.4311 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8765 - loss: 0.3165 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - accuracy: 0.8794 - loss: 0.2875 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8670 - loss: 0.3372 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8775 - loss: 0.3048 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.8566 - loss: 0.3686 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8664 - loss: 0.3429 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8774 - loss: 0.3181 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8465 - loss: 0.3773 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9055 - loss: 0.2850 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.8429 - loss: 0.3383 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8843 - loss: 0.3040 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.8753 - loss: 0.3179 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8949 - loss: 0.2710 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8686 - loss: 0.2939 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.8677 - loss: 0.3217 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.2800 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.8649 - loss: 0.3649 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8921 - loss: 0.3505 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8895 - loss: 0.3347 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8981 - loss: 0.2911 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.8780 - loss: 0.2989 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9034 - loss: 0.2757 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8489 - loss: 0.3395 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8753 - loss: 0.3239 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.8659 - loss: 0.3133 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8644 - loss: 0.3260 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8882 - loss: 0.2679 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9195 - loss: 0.2562 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.8832 - loss: 0.2963 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8586 - loss: 0.3061 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.9241 - loss: 0.2424 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8873 - loss: 0.2689 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8702 - loss: 0.3675 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.3115 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8276 - loss: 0.3475 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8791 - loss: 0.2888 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8417 - loss: 0.3917 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8834 - loss: 0.3034 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9297 - loss: 0.2586 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.8803 - loss: 0.3137 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8966 - loss: 0.3037 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8947 - loss: 0.2893 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8743 - loss: 0.2990 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8810 - loss: 0.2877 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8671 - loss: 0.3073 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - accuracy: 0.8185 - loss: 0.3839 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8986 - loss: 0.2937 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8641 - loss: 0.3257 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8503 - loss: 0.3392 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8977 - loss: 0.2750 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8401 - loss: 0.3961 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8912 - loss: 0.2676 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8091 - loss: 0.3756 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.8660 - loss: 0.3439 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8600 - loss: 0.3391 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.8225 - loss: 0.3417 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.8692 - loss: 0.3310 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8727 - loss: 0.3515 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8913 - loss: 0.2714 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.8749 - loss: 0.3251 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8904 - loss: 0.2822 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.8614 - loss: 0.3643 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8686 - loss: 0.3156 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8483 - loss: 0.3313 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8348 - loss: 0.3871 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.2719 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9308 - loss: 0.2434 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8330 - loss: 0.3366 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8339 - loss: 0.3474 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8648 - loss: 0.3362 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8739 - loss: 0.3230 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8399 - loss: 0.3862 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9083 - loss: 0.2574 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8755 - loss: 0.3166 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.9043 - loss: 0.2897 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8742 - loss: 0.3525 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.8463 - loss: 0.3299 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8807 - loss: 0.3287 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.9141 - loss: 0.2978 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.8586 - loss: 0.3391 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8897 - loss: 0.3048 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - accuracy: 0.9124 - loss: 0.2908 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8690 - loss: 0.3259 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8836 - loss: 0.3420 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8611 - loss: 0.3609 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8889 - loss: 0.3270 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - accuracy: 0.9077 - loss: 0.2816 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8916 - loss: 0.2841 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8438 - loss: 0.3021 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.9089 - loss: 0.3000 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9055 - loss: 0.2937 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8661 - loss: 0.2932 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 0s/step - accuracy: 0.8716 - loss: 0.3233 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.4612 - loss: 0.6959 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6399 - loss: 0.6773 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7016 - loss: 0.6528 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - accuracy: 0.6233 - loss: 0.6510 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.6544 - loss: 0.6297 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.7387 - loss: 0.5940 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - accuracy: 0.7207 - loss: 0.5751 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.8422 - loss: 0.5077 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.8477 - loss: 0.4680 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.8473 - loss: 0.4737 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8563 - loss: 0.3850 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.8549 - loss: 0.3902 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8539 - loss: 0.3641 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8724 - loss: 0.3077 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8970 - loss: 0.2932 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8719 - loss: 0.3151 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8701 - loss: 0.3008 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.8619 - loss: 0.2933 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8953 - loss: 0.3128 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.8675 - loss: 0.2939 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8898 - loss: 0.3244 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9120 - loss: 0.2202 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8761 - loss: 0.3134 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8865 - loss: 0.2953 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.8865 - loss: 0.2882 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8490 - loss: 0.3560 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8748 - loss: 0.3121 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8740 - loss: 0.2878 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8825 - loss: 0.3084 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9038 - loss: 0.2510 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8478 - loss: 0.3796 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8526 - loss: 0.2865 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.8704 - loss: 0.3291 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9028 - loss: 0.2445 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.8378 - loss: 0.3075 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.9139 - loss: 0.2316 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.8711 - loss: 0.2887 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8635 - loss: 0.3324 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9225 - loss: 0.2189 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.9121 - loss: 0.2291 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.8744 - loss: 0.2676 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8832 - loss: 0.3132 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8556 - loss: 0.3404 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9039 - loss: 0.2623 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8858 - loss: 0.2744 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.8766 - loss: 0.2858 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8870 - loss: 0.2821 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - accuracy: 0.8714 - loss: 0.2697 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8908 - loss: 0.2747 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8782 - loss: 0.2903 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.8874 - loss: 0.2855 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9379 - loss: 0.1700 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9062 - loss: 0.2863 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9153 - loss: 0.2254 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9129 - loss: 0.2340 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9391 - loss: 0.1973 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8884 - loss: 0.2324 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8830 - loss: 0.2476 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8978 - loss: 0.2488 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8937 - loss: 0.2692 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9247 - loss: 0.1996 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.9074 - loss: 0.2099 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.8565 - loss: 0.2796 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8150 - loss: 0.3115 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8547 - loss: 0.3138 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8460 - loss: 0.2725 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9334 - loss: 0.1962 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8904 - loss: 0.2638 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8947 - loss: 0.2420 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.8485 - loss: 0.3096 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9071 - loss: 0.2311 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8910 - loss: 0.2326 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.8718 - loss: 0.3071 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.9406 - loss: 0.1802 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8777 - loss: 0.2927 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8702 - loss: 0.2595 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8682 - loss: 0.2814 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8832 - loss: 0.2305 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.9297 - loss: 0.1909 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9134 - loss: 0.2087 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9208 - loss: 0.1648 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8832 - loss: 0.2682 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.2665 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9110 - loss: 0.2083 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8942 - loss: 0.1993 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.8917 - loss: 0.2545 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.8799 - loss: 0.2569 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9229 - loss: 0.2195 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8904 - loss: 0.2474 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9054 - loss: 0.2450 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8907 - loss: 0.2102 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9036 - loss: 0.2458 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9093 - loss: 0.1828 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9133 - loss: 0.2661 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9006 - loss: 0.2432 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8768 - loss: 0.3071 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9253 - loss: 0.1682 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9207 - loss: 0.2107 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9400 - loss: 0.1756 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9144 - loss: 0.1970 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.8986 - loss: 0.2590 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9061 - loss: 0.2516 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8991 - loss: 0.2155 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.8995 - loss: 0.2641 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8903 - loss: 0.2114 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9072 - loss: 0.2658 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.8933 - loss: 0.2324 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8781 - loss: 0.2579 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8820 - loss: 0.2724 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8937 - loss: 0.2255 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9108 - loss: 0.2093 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9032 - loss: 0.2412 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.8848 - loss: 0.2116 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8807 - loss: 0.1972 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8835 - loss: 0.2552 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.8685 - loss: 0.2721 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.8481 - loss: 0.2840 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9005 - loss: 0.2663 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9042 - loss: 0.2076 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8897 - loss: 0.2187 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9391 - loss: 0.1852 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8908 - loss: 0.2560 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9429 - loss: 0.1734 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8898 - loss: 0.2883 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9055 - loss: 0.2642 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8745 - loss: 0.2209 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.9078 - loss: 0.2579 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9036 - loss: 0.2194 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8995 - loss: 0.2646 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.9369 - loss: 0.1705 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9142 - loss: 0.2029 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9409 - loss: 0.1560 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8622 - loss: 0.2162 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - accuracy: 0.9257 - loss: 0.2049 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8803 - loss: 0.2705 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9156 - loss: 0.2156 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.8819 - loss: 0.2184 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.9350 - loss: 0.1650 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8270 - loss: 0.3488 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.8874 - loss: 0.2594 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.8778 - loss: 0.2633 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9076 - loss: 0.1936 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8854 - loss: 0.2319 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9264 - loss: 0.2021 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.8860 - loss: 0.2758 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8828 - loss: 0.2708 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9347 - loss: 0.1868 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8635 - loss: 0.3080 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.8998 - loss: 0.2225 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8780 - loss: 0.2479 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.8859 - loss: 0.2459 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8707 - loss: 0.2789 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9164 - loss: 0.2549 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.9129 - loss: 0.1899 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.9088 - loss: 0.2247 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.9009 - loss: 0.2370 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8925 - loss: 0.2462 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9176 - loss: 0.1922 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8866 - loss: 0.2528 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.9239 - loss: 0.1963 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9400 - loss: 0.1927 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.8866 - loss: 0.2482 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.8837 - loss: 0.2553 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8857 - loss: 0.2329 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9105 - loss: 0.1961 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9240 - loss: 0.1939 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.9022 - loss: 0.2442 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9258 - loss: 0.2081 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9199 - loss: 0.2086 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9193 - loss: 0.1901 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.9297 - loss: 0.1869 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9288 - loss: 0.2188 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9328 - loss: 0.1744 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9219 - loss: 0.1993 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 784us/step - accuracy: 0.8739 - loss: 0.2629 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9391 - loss: 0.2009 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8981 - loss: 0.1975 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9083 - loss: 0.1905 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.8958 - loss: 0.2077 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8838 - loss: 0.2375 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9295 - loss: 0.1636 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9267 - loss: 0.1882 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8954 - loss: 0.2254 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9286 - loss: 0.2037 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9047 - loss: 0.2562 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9280 - loss: 0.1926 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9016 - loss: 0.2174 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9011 - loss: 0.2360 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9391 - loss: 0.1972 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.8809 - loss: 0.2286 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9061 - loss: 0.2145 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9059 - loss: 0.2007 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.8591 - loss: 0.3111 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9036 - loss: 0.1996 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9025 - loss: 0.2331 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.8522 - loss: 0.2835 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.9449 - loss: 0.1951 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9018 - loss: 0.2466 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.8961 - loss: 0.2632 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9040 - loss: 0.1925 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9080 - loss: 0.2595 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9215 - loss: 0.2123 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9140 - loss: 0.2219 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9221 - loss: 0.2113 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8767 - loss: 0.2543 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9295 - loss: 0.1723 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8691 - loss: 0.2809 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.9237 - loss: 0.2073 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9143 - loss: 0.2013 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8491 - loss: 0.3054 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9077 - loss: 0.1965 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9047 - loss: 0.1959 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8971 - loss: 0.2587 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9309 - loss: 0.1931 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - accuracy: 0.8886 - loss: 0.2687 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9306 - loss: 0.1960 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8756 - loss: 0.2610 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9038 - loss: 0.2258 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8899 - loss: 0.2281 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9368 - loss: 0.1993 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.8675 - loss: 0.3414 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.8782 - loss: 0.2488 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9055 - loss: 0.2075 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.9237 - loss: 0.1762 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.8930 - loss: 0.2136 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9206 - loss: 0.2070 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9344 - loss: 0.2100 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.9072 - loss: 0.2433 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9142 - loss: 0.2167 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.2282 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.8718 - loss: 0.2605 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - accuracy: 0.8905 - loss: 0.2152 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8891 - loss: 0.2322 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9055 - loss: 0.2019 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9009 - loss: 0.2249 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8945 - loss: 0.2220 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.9123 - loss: 0.2219 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8892 - loss: 0.2684 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9152 - loss: 0.2104 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9162 - loss: 0.1982 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.9185 - loss: 0.2182 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8707 - loss: 0.2700 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9194 - loss: 0.1986 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8769 - loss: 0.2263 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9337 - loss: 0.1512 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9009 - loss: 0.2165 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9157 - loss: 0.2204 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8496 - loss: 0.2749 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9011 - loss: 0.1989 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.8756 - loss: 0.2342 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9044 - loss: 0.2357 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9075 - loss: 0.2309 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8857 - loss: 0.2406 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8534 - loss: 0.2844 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8842 - loss: 0.2684 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.9182 - loss: 0.1908 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.8769 - loss: 0.2622 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8878 - loss: 0.2407 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8668 - loss: 0.2600 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.9360 - loss: 0.1917 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8999 - loss: 0.1949 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8735 - loss: 0.2399 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8957 - loss: 0.2443 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.8926 - loss: 0.2362 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9001 - loss: 0.2285 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8903 - loss: 0.2291 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8842 - loss: 0.2556 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.9173 - loss: 0.2105 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.9228 - loss: 0.1999 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.2129 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.8573 - loss: 0.3110 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.2071 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9113 - loss: 0.1593 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9352 - loss: 0.1663 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.8991 - loss: 0.2031 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9286 - loss: 0.1942 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9238 - loss: 0.1956 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8788 - loss: 0.2600 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.8686 - loss: 0.2783 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8951 - loss: 0.2115 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8850 - loss: 0.2778 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9093 - loss: 0.2112 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8827 - loss: 0.2395 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 796us/step - accuracy: 0.9209 - loss: 0.1993 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8887 - loss: 0.2451 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.9350 - loss: 0.2045 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.9028 - loss: 0.2070 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8662 - loss: 0.2582 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9104 - loss: 0.2314 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9212 - loss: 0.2166 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9125 - loss: 0.2219 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 744us/step - accuracy: 0.9552 - loss: 0.1485 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.8541 - loss: 0.3153 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9140 - loss: 0.1722 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.9214 - loss: 0.1767 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.8342 - loss: 0.2656 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8826 - loss: 0.2153 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.9312 - loss: 0.1668 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9171 - loss: 0.1985 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.9394 - loss: 0.1879 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8819 - loss: 0.2616 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 779us/step - accuracy: 0.9063 - loss: 0.1796 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.9102 - loss: 0.2470 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9181 - loss: 0.1989 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - accuracy: 0.9034 - loss: 0.2587 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.8910 - loss: 0.2328 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.9062 - loss: 0.2280 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9421 - loss: 0.1940 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9125 - loss: 0.2324 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - accuracy: 0.9161 - loss: 0.1628 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9596 - loss: 0.1578 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9428 - loss: 0.1699 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8218 - loss: 0.2843 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8766 - loss: 0.2553 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9395 - loss: 0.1946 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9091 - loss: 0.1978 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8586 - loss: 0.2427 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.9232 - loss: 0.1886 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9026 - loss: 0.2144 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9032 - loss: 0.2191 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 800us/step - accuracy: 0.8980 - loss: 0.2441 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - accuracy: 0.8780 - loss: 0.2507 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8903 - loss: 0.2341 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.8818 - loss: 0.2083 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8798 - loss: 0.2283 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8763 - loss: 0.2345 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.8728 - loss: 0.2487 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9118 - loss: 0.1959 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - accuracy: 0.9146 - loss: 0.2032 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8959 - loss: 0.2506 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9078 - loss: 0.2373 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8734 - loss: 0.2533 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.8691 - loss: 0.2769 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9287 - loss: 0.2028 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9169 - loss: 0.2232 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9505 - loss: 0.1663 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9181 - loss: 0.2450 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.9238 - loss: 0.2126 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9157 - loss: 0.2054 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9209 - loss: 0.2217 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.8965 - loss: 0.2287 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8962 - loss: 0.2167 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8619 - loss: 0.2868 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - accuracy: 0.8750 - loss: 0.2341 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8749 - loss: 0.2420 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9008 - loss: 0.2225 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.9031 - loss: 0.2032 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.9282 - loss: 0.1942 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8633 - loss: 0.2668 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.8997 - loss: 0.2737 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9035 - loss: 0.2530 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9262 - loss: 0.2268 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.9247 - loss: 0.2062 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.8844 - loss: 0.2140 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9312 - loss: 0.1964 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8489 - loss: 0.2799 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.9145 - loss: 0.2267 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8489 - loss: 0.2876 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8799 - loss: 0.2504 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.8986 - loss: 0.1883 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9335 - loss: 0.1881 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.9403 - loss: 0.1895 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8974 - loss: 0.2014 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8922 - loss: 0.2355 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8996 - loss: 0.1800 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9267 - loss: 0.1891 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.8929 - loss: 0.2283 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8967 - loss: 0.2306 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8876 - loss: 0.2268 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.9159 - loss: 0.2225 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9022 - loss: 0.2113 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8927 - loss: 0.2251 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9299 - loss: 0.1939 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8748 - loss: 0.2559 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.9099 - loss: 0.2290 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9347 - loss: 0.1650 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8812 - loss: 0.2838 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8957 - loss: 0.2247 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.9308 - loss: 0.1718 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.9151 - loss: 0.1874 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8836 - loss: 0.2496 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8999 - loss: 0.2325 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - accuracy: 0.9174 - loss: 0.2035 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8784 - loss: 0.2350 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9167 - loss: 0.2245 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.9211 - loss: 0.1863 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9077 - loss: 0.2042 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9094 - loss: 0.2574 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.9340 - loss: 0.2045 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8868 - loss: 0.2519 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.9137 - loss: 0.2299 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8750 - loss: 0.3077 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8975 - loss: 0.2493 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8972 - loss: 0.2125 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9002 - loss: 0.2244 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.9116 - loss: 0.1968 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8963 - loss: 0.1823 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.8665 - loss: 0.2259 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8828 - loss: 0.2461 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8944 - loss: 0.1985 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 202us/step - accuracy: 0.9021 - loss: 0.2389 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5392 - loss: 0.7594 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4671 - loss: 0.7405 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.4957 - loss: 0.7056 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.4797 - loss: 0.7001 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4871 - loss: 0.6950 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4870 - loss: 0.6929 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.4789 - loss: 0.6952 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.4848 - loss: 0.6948 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5272 - loss: 0.6928 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5403 - loss: 0.6926 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5131 - loss: 0.6923 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4758 - loss: 0.6948 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.4933 - loss: 0.6949 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4549 - loss: 0.6954 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4975 - loss: 0.6941 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4416 - loss: 0.6954 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.4875 - loss: 0.6949 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4698 - loss: 0.6949 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4991 - loss: 0.6947 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5204 - loss: 0.6940 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4041 - loss: 0.6982 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.4786 - loss: 0.6951 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5124 - loss: 0.6942 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5118 - loss: 0.6928 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5087 - loss: 0.6937 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.4673 - loss: 0.6956 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.5160 - loss: 0.6950 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4153 - loss: 0.6970 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.4851 - loss: 0.6938 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4994 - loss: 0.6928 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4015 - loss: 0.6941 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4486 - loss: 0.6975 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: 0.6941 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5285 - loss: 0.6912 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5395 - loss: 0.6941 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.4916 - loss: 0.6962 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4193 - loss: 0.6975 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5309 - loss: 0.6930 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5189 - loss: 0.6921 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.5290 - loss: 0.6905 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5435 - loss: 0.6923 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4431 - loss: 0.6948 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.5161 - loss: 0.6936 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.4862 - loss: 0.6952 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5120 - loss: 0.6930 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.4381 - loss: 0.6935 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.4639 - loss: 0.6927 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.4493 - loss: 0.6976 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4641 - loss: 0.6936 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5370 - loss: 0.6919 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5315 - loss: 0.6955 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.4433 - loss: 0.6945 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4879 - loss: 0.6945 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4755 - loss: 0.6949 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4714 - loss: 0.6953 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5808 - loss: 0.6892 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4996 - loss: 0.6931 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.4439 - loss: 0.6955 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.4599 - loss: 0.6919 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5223 - loss: 0.6949 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.5193 - loss: 0.6925 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - accuracy: 0.5444 - loss: 0.6925 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.4627 - loss: 0.6953 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4318 - loss: 0.6975 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5146 - loss: 0.6912 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.5457 - loss: 0.6922 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - accuracy: 0.4904 - loss: 0.6954 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5395 - loss: 0.6947 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4910 - loss: 0.6935 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4657 - loss: 0.6957 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.5066 - loss: 0.6915 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.4301 - loss: 0.6955 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.4862 - loss: 0.6942 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4856 - loss: 0.6941 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.4307 - loss: 0.6952 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4696 - loss: 0.6939 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.6018 - loss: 0.6907 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4795 - loss: 0.6922 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4693 - loss: 0.6949 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5155 - loss: 0.6935 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - accuracy: 0.5568 - loss: 0.6937 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.5014 - loss: 0.6929 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.6029 - loss: 0.6914 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5301 - loss: 0.6894 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4772 - loss: 0.6942 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - accuracy: 0.5195 - loss: 0.6947 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4946 - loss: 0.6918 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5154 - loss: 0.6932 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4685 - loss: 0.6907 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.5395 - loss: 0.6909 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4479 - loss: 0.6954 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3987 - loss: 0.6980 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.4890 - loss: 0.6936 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5547 - loss: 0.6933 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.4925 - loss: 0.6918 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.4684 - loss: 0.6965 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.5236 - loss: 0.6927 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.5207 - loss: 0.6945 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4283 - loss: 0.6922 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4864 - loss: 0.6936 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.4375 - loss: 0.6940 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5082 - loss: 0.6943 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5602 - loss: 0.6914 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4315 - loss: 0.6906 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.5638 - loss: 0.6923 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.5575 - loss: 0.6921 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.4364 - loss: 0.6943 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.5418 - loss: 0.6923 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3909 - loss: 0.6940 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4601 - loss: 0.6917 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4611 - loss: 0.6923 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.4101 - loss: 0.6951 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6036 - loss: 0.6896 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4625 - loss: 0.6934 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - accuracy: 0.5486 - loss: 0.6918 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4896 - loss: 0.6939 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4619 - loss: 0.6935 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4540 - loss: 0.6970 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.5093 - loss: 0.6919 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.5033 - loss: 0.6933 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5258 - loss: 0.6937 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5493 - loss: 0.6939 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4523 - loss: 0.6944 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6069 - loss: 0.6895 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.5156 - loss: 0.6924 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5844 - loss: 0.6923 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4678 - loss: 0.6932 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4785 - loss: 0.6946 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.5006 - loss: 0.6948 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.3896 - loss: 0.6920 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4364 - loss: 0.6915 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4845 - loss: 0.6926 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.4650 - loss: 0.6941 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5328 - loss: 0.6916 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.4364 - loss: 0.6959 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5177 - loss: 0.6925 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5070 - loss: 0.6942 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - accuracy: 0.4708 - loss: 0.6947 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3747 - loss: 0.6977 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4897 - loss: 0.6918 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4462 - loss: 0.6926 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3801 - loss: 0.6959 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.5159 - loss: 0.6917 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6527 - loss: 0.6879 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4445 - loss: 0.6910 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4610 - loss: 0.6937 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.5283 - loss: 0.6922 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5840 - loss: 0.6923 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.5542 - loss: 0.6948 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5623 - loss: 0.6918 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4728 - loss: 0.6964 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.5249 - loss: 0.6925 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.5828 - loss: 0.6896 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5067 - loss: 0.6921 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4614 - loss: 0.6915 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5203 - loss: 0.6934 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.5707 - loss: 0.6926 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5443 - loss: 0.6920 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5522 - loss: 0.6901 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5404 - loss: 0.6905 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5873 - loss: 0.6912 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.4091 - loss: 0.6964 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.5640 - loss: 0.6899 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5941 - loss: 0.6901 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5267 - loss: 0.6918 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5503 - loss: 0.6906 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4993 - loss: 0.6921 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3648 - loss: 0.6955 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.5630 - loss: 0.6891 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5581 - loss: 0.6934 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4820 - loss: 0.6931 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4981 - loss: 0.6937 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6373 - loss: 0.6892 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.5269 - loss: 0.6880 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5412 - loss: 0.6923 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5260 - loss: 0.6892 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4842 - loss: 0.6940 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4048 - loss: 0.6942 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.6437 - loss: 0.6886 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4566 - loss: 0.6928 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6118 - loss: 0.6909 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.5638 - loss: 0.6897 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4544 - loss: 0.6925 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5043 - loss: 0.6942 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4766 - loss: 0.6934 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.5744 - loss: 0.6899 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.6053 - loss: 0.6899 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6589 - loss: 0.6876 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5318 - loss: 0.6910 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4562 - loss: 0.6892 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.5429 - loss: 0.6919 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.5503 - loss: 0.6873 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5205 - loss: 0.6909 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.4452 - loss: 0.6897 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5080 - loss: 0.6956 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5146 - loss: 0.6931 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6213 - loss: 0.6904 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - accuracy: 0.6847 - loss: 0.6861 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5344 - loss: 0.6908 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4524 - loss: 0.6929 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.4983 - loss: 0.6911 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.5068 - loss: 0.6938 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6357 - loss: 0.6885 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5058 - loss: 0.6914 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4666 - loss: 0.6905 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.5477 - loss: 0.6891 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5201 - loss: 0.6939 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.5248 - loss: 0.6883 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.5701 - loss: 0.6897 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6878 - loss: 0.6857 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.5289 - loss: 0.6882 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.6521 - loss: 0.6858 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4403 - loss: 0.6887 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6106 - loss: 0.6906 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.5564 - loss: 0.6892 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6132 - loss: 0.6914 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5694 - loss: 0.6909 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6093 - loss: 0.6920 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.4595 - loss: 0.6917 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5814 - loss: 0.6908 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5113 - loss: 0.6912 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.6410 - loss: 0.6898 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4945 - loss: 0.6974 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.5648 - loss: 0.6898 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5590 - loss: 0.6896 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6072 - loss: 0.6867 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.5354 - loss: 0.6932 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4803 - loss: 0.6848 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4359 - loss: 0.6891 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5651 - loss: 0.6898 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.7303 - loss: 0.6838 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.4053 - loss: 0.6920 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5792 - loss: 0.6871 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5765 - loss: 0.6900 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5793 - loss: 0.6907 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5982 - loss: 0.6924 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.5836 - loss: 0.6844 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6622 - loss: 0.6859 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5407 - loss: 0.6878 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4770 - loss: 0.6920 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5982 - loss: 0.6897 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6641 - loss: 0.6880 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - accuracy: 0.5499 - loss: 0.6893 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.5733 - loss: 0.6891 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5429 - loss: 0.6907 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.6022 - loss: 0.6881 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5284 - loss: 0.6906 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5947 - loss: 0.6893 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5725 - loss: 0.6845 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.5184 - loss: 0.6892 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6208 - loss: 0.6896 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5742 - loss: 0.6898 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.6612 - loss: 0.6792 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.5049 - loss: 0.6896 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5089 - loss: 0.6962 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5808 - loss: 0.6884 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6124 - loss: 0.6899 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6713 - loss: 0.6851 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6623 - loss: 0.6855 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6268 - loss: 0.6870 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5635 - loss: 0.6868 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5911 - loss: 0.6850 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5707 - loss: 0.6901 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5497 - loss: 0.6909 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6220 - loss: 0.6881 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.5562 - loss: 0.6888 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6516 - loss: 0.6872 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.5893 - loss: 0.6890 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.6305 - loss: 0.6857 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5725 - loss: 0.6808 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.6990 - loss: 0.6808 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.4948 - loss: 0.6935 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6783 - loss: 0.6793 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5535 - loss: 0.6849 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6917 - loss: 0.6800 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.4788 - loss: 0.6874 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.5636 - loss: 0.6950 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6467 - loss: 0.6795 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6594 - loss: 0.6771 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5595 - loss: 0.6903 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6266 - loss: 0.6853 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6675 - loss: 0.6845 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6262 - loss: 0.6806 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.6317 - loss: 0.6847 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6430 - loss: 0.6800 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6463 - loss: 0.6780 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6151 - loss: 0.6825 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6285 - loss: 0.6810 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6167 - loss: 0.6830 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6094 - loss: 0.6805 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.6320 - loss: 0.6831 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5828 - loss: 0.6857 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6515 - loss: 0.6711 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6291 - loss: 0.6822 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.5367 - loss: 0.6912 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.6806 - loss: 0.6731 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6546 - loss: 0.6797 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.5437 - loss: 0.6977 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5956 - loss: 0.6728 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6348 - loss: 0.6867 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6987 - loss: 0.6752 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6336 - loss: 0.6802 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.5866 - loss: 0.6895 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6343 - loss: 0.6754 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5855 - loss: 0.6819 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6029 - loss: 0.6811 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7019 - loss: 0.6709 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.6257 - loss: 0.6837 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5984 - loss: 0.6806 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6122 - loss: 0.6806 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.6913 - loss: 0.6678 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.6421 - loss: 0.6723 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6176 - loss: 0.6779 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.6007 - loss: 0.6864 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6514 - loss: 0.6705 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.6661 - loss: 0.6732 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.4635 - loss: 0.6869 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7603 - loss: 0.6631 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.6192 - loss: 0.6682 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6106 - loss: 0.6811 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.7284 - loss: 0.6673 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5438 - loss: 0.6901 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6367 - loss: 0.6816 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4976 - loss: 0.6932 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6382 - loss: 0.6688 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6231 - loss: 0.6791 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5938 - loss: 0.6741 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6090 - loss: 0.6683 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6273 - loss: 0.6827 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.5446 - loss: 0.6906 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.6656 - loss: 0.6763 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6433 - loss: 0.6630 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.6665 - loss: 0.6665 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.5832 - loss: 0.6823 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.5908 - loss: 0.6843 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6590 - loss: 0.6678 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6786 - loss: 0.6543 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6111 - loss: 0.6705 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6335 - loss: 0.6778 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.6356 - loss: 0.6606 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.6856 - loss: 0.6572 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6534 - loss: 0.6751 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5913 - loss: 0.6774 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - accuracy: 0.6138 - loss: 0.6783 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6253 - loss: 0.6866 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7137 - loss: 0.6477 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6381 - loss: 0.6700 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.6282 - loss: 0.6742 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - accuracy: 0.6649 - loss: 0.6475 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6364 - loss: 0.6692 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.5628 - loss: 0.6724 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6775 - loss: 0.6520 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.7165 - loss: 0.6466 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6531 - loss: 0.6638 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.6171 - loss: 0.6715 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.5963 - loss: 0.6645 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6792 - loss: 0.6529 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6885 - loss: 0.6423 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5808 - loss: 0.6743 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - accuracy: 0.6112 - loss: 0.6613 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.6289 - loss: 0.6699 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6902 - loss: 0.6451 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6325 - loss: 0.6678 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.6546 - loss: 0.6625 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.6137 - loss: 0.6419 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6802 - loss: 0.6515 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7694 - loss: 0.6168 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5892 - loss: 0.6588 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - accuracy: 0.6444 - loss: 0.6480 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.7043 - loss: 0.6327 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6679 - loss: 0.6578 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7091 - loss: 0.6229 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.6768 - loss: 0.6359 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.7053 - loss: 0.6433 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6510 - loss: 0.6363 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7592 - loss: 0.6040 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.7174 - loss: 0.6155 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.6532 - loss: 0.6455 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5534 - loss: 0.6917 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7578 - loss: 0.5991 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7185 - loss: 0.6312 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6988 - loss: 0.6144 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.7234 - loss: 0.6167 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5664 - loss: 0.6497 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6052 - loss: 0.6513 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.6238 - loss: 0.6567 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.6854 - loss: 0.6278 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6950 - loss: 0.6265 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6598 - loss: 0.6285 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.6428 - loss: 0.6216 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.7194 - loss: 0.6102 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6614 - loss: 0.6380 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7201 - loss: 0.5986 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7238 - loss: 0.6089 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6395 - loss: 0.6233 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - accuracy: 0.7527 - loss: 0.6064 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6774 - loss: 0.6223 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7271 - loss: 0.5967 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.7221 - loss: 0.5936 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.6300 - loss: 0.6408 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8316 - loss: 0.5639 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.5721 - loss: 0.6935 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4316 - loss: 0.6946 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5358 - loss: 0.6928 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4874 - loss: 0.6937 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5410 - loss: 0.6926 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.4694 - loss: 0.6943 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6114 - loss: 0.6917 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4261 - loss: 0.6940 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4948 - loss: 0.6927 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5232 - loss: 0.6921 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.4963 - loss: 0.6927 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5665 - loss: 0.6923 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5380 - loss: 0.6921 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5003 - loss: 0.6919 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.4928 - loss: 0.6925 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5063 - loss: 0.6936 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5573 - loss: 0.6922 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5840 - loss: 0.6907 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5315 - loss: 0.6894 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.5592 - loss: 0.6877 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5761 - loss: 0.6874 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5954 - loss: 0.6883 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5826 - loss: 0.6891 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6524 - loss: 0.6859 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5772 - loss: 0.6881 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.5308 - loss: 0.6856 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.6238 - loss: 0.6879 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6653 - loss: 0.6847 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5255 - loss: 0.6848 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.5720 - loss: 0.6848 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.7049 - loss: 0.6806 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6825 - loss: 0.6816 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6334 - loss: 0.6837 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5602 - loss: 0.6830 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.6905 - loss: 0.6787 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6049 - loss: 0.6773 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6547 - loss: 0.6799 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7122 - loss: 0.6722 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5741 - loss: 0.6768 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6752 - loss: 0.6749 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7256 - loss: 0.6700 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6191 - loss: 0.6809 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6536 - loss: 0.6759 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6227 - loss: 0.6724 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6633 - loss: 0.6662 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7561 - loss: 0.6534 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.7250 - loss: 0.6603 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6030 - loss: 0.6644 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6555 - loss: 0.6620 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6377 - loss: 0.6619 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6187 - loss: 0.6633 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6681 - loss: 0.6580 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7110 - loss: 0.6452 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6618 - loss: 0.6431 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7494 - loss: 0.6303 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7265 - loss: 0.6355 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6630 - loss: 0.6422 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6827 - loss: 0.6294 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7354 - loss: 0.6217 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7802 - loss: 0.6088 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8291 - loss: 0.6134 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8087 - loss: 0.6155 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7857 - loss: 0.5961 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - accuracy: 0.8403 - loss: 0.5962 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.5609 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.8698 - loss: 0.5785 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8812 - loss: 0.5622 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8617 - loss: 0.5606 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8382 - loss: 0.5391 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8925 - loss: 0.5011 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8484 - loss: 0.5103 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.9237 - loss: 0.4591 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8094 - loss: 0.5053 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8800 - loss: 0.4544 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8518 - loss: 0.4853 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8318 - loss: 0.4597 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - accuracy: 0.8524 - loss: 0.4614 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.8755 - loss: 0.4241 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8226 - loss: 0.4759 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.8443 - loss: 0.4598 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8554 - loss: 0.4133 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8884 - loss: 0.3748 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.8517 - loss: 0.4047 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8896 - loss: 0.3840 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8650 - loss: 0.4032 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7601 - loss: 0.4984 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8504 - loss: 0.4262 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9221 - loss: 0.3394 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 790us/step - accuracy: 0.7815 - loss: 0.4632 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8764 - loss: 0.3879 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8436 - loss: 0.3923 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8090 - loss: 0.4685 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8745 - loss: 0.3619 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - accuracy: 0.8547 - loss: 0.3891 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.8486 - loss: 0.4044 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8284 - loss: 0.3967 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8611 - loss: 0.3879 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.7985 - loss: 0.4455 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9072 - loss: 0.3074 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8479 - loss: 0.3887 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8402 - loss: 0.3730 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.3599 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8956 - loss: 0.2980 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8794 - loss: 0.3522 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8305 - loss: 0.4168 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.8462 - loss: 0.3634 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8558 - loss: 0.3531 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8619 - loss: 0.3714 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9010 - loss: 0.2971 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8389 - loss: 0.4011 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8697 - loss: 0.3845 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8510 - loss: 0.3632 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8663 - loss: 0.3872 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8588 - loss: 0.3814 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8250 - loss: 0.4336 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9391 - loss: 0.2245 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8839 - loss: 0.3342 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8390 - loss: 0.3956 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.8318 - loss: 0.4002 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7959 - loss: 0.4432 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8458 - loss: 0.3795 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.8354 - loss: 0.3862 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8542 - loss: 0.3998 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8782 - loss: 0.3628 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9050 - loss: 0.2989 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8007 - loss: 0.4792 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8852 - loss: 0.3150 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8470 - loss: 0.3642 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8843 - loss: 0.3086 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.8548 - loss: 0.3627 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8657 - loss: 0.3585 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8771 - loss: 0.3165 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8524 - loss: 0.3552 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8502 - loss: 0.4063 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8481 - loss: 0.3648 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8217 - loss: 0.4064 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8406 - loss: 0.3578 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8359 - loss: 0.3973 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8270 - loss: 0.4137 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8964 - loss: 0.3151 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8372 - loss: 0.3988 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8641 - loss: 0.3630 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8449 - loss: 0.3946 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8592 - loss: 0.3624 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.8726 - loss: 0.3473 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.8713 - loss: 0.3490 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8558 - loss: 0.3914 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8560 - loss: 0.3898 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - accuracy: 0.7506 - loss: 0.5436 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9103 - loss: 0.2878 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3628 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8586 - loss: 0.3630 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.9230 - loss: 0.2725 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8425 - loss: 0.3943 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8493 - loss: 0.3382 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8763 - loss: 0.3502 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8857 - loss: 0.3280 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8789 - loss: 0.3234 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8742 - loss: 0.3497 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8555 - loss: 0.3599 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8888 - loss: 0.3233 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8423 - loss: 0.3651 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8745 - loss: 0.3116 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8667 - loss: 0.3342 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9011 - loss: 0.2953 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8723 - loss: 0.3468 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8625 - loss: 0.3534 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8425 - loss: 0.3919 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9156 - loss: 0.2725 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9285 - loss: 0.2632 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.9090 - loss: 0.3070 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8526 - loss: 0.3480 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.7998 - loss: 0.4548 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8173 - loss: 0.4017 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8575 - loss: 0.3906 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.8626 - loss: 0.3108 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8412 - loss: 0.4087 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - accuracy: 0.8604 - loss: 0.3562 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - accuracy: 0.8625 - loss: 0.3423 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.8187 - loss: 0.4304 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8817 - loss: 0.3478 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8692 - loss: 0.3243 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9339 - loss: 0.2500 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.8433 - loss: 0.4100 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8647 - loss: 0.3427 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8887 - loss: 0.3042 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8648 - loss: 0.3450 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8963 - loss: 0.3453 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8934 - loss: 0.3302 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8829 - loss: 0.3484 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8971 - loss: 0.2973 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8619 - loss: 0.3429 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7777 - loss: 0.4629 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8540 - loss: 0.3650 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8454 - loss: 0.3605 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8277 - loss: 0.3976 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.9032 - loss: 0.3091 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - accuracy: 0.9142 - loss: 0.2774 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8491 - loss: 0.3251 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9067 - loss: 0.3035 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8661 - loss: 0.3602 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8646 - loss: 0.3616 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.2869 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8390 - loss: 0.3801 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9252 - loss: 0.2556 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8529 - loss: 0.4010 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8513 - loss: 0.3816 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.8935 - loss: 0.3217 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8221 - loss: 0.4246 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - accuracy: 0.8520 - loss: 0.3476 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8684 - loss: 0.3425 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8927 - loss: 0.3326 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8932 - loss: 0.3164 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9167 - loss: 0.2779 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8615 - loss: 0.3419 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8919 - loss: 0.3200 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.9209 - loss: 0.2647 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8431 - loss: 0.3702 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8741 - loss: 0.3040 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8562 - loss: 0.3522 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.8711 - loss: 0.3534 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8986 - loss: 0.2883 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8640 - loss: 0.3643 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8891 - loss: 0.3482 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8777 - loss: 0.2913 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.8756 - loss: 0.3375 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8722 - loss: 0.3258 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9026 - loss: 0.2967 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8354 - loss: 0.3845 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8346 - loss: 0.4203 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8944 - loss: 0.3210 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8842 - loss: 0.2840 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8788 - loss: 0.3383 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8984 - loss: 0.3039 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8455 - loss: 0.3845 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8373 - loss: 0.4141 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8480 - loss: 0.4010 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9176 - loss: 0.2827 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8195 - loss: 0.3807 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3312 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8374 - loss: 0.3756 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8722 - loss: 0.3560 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8643 - loss: 0.3239 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8875 - loss: 0.3289 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8804 - loss: 0.3144 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8630 - loss: 0.3434 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8767 - loss: 0.3082 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8788 - loss: 0.3278 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8416 - loss: 0.4054 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8901 - loss: 0.3251 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - accuracy: 0.8617 - loss: 0.3413 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9152 - loss: 0.2773 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8919 - loss: 0.2923 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8700 - loss: 0.3309 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8829 - loss: 0.3216 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8804 - loss: 0.3443 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8213 - loss: 0.4079 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8992 - loss: 0.3158 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.8960 - loss: 0.3324 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8631 - loss: 0.3421 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8430 - loss: 0.3711 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8932 - loss: 0.2993 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8895 - loss: 0.2861 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8507 - loss: 0.3639 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8714 - loss: 0.3148 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8838 - loss: 0.3317 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.8664 - loss: 0.3630 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9110 - loss: 0.2865 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8823 - loss: 0.3254 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8880 - loss: 0.3133 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8679 - loss: 0.3245 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8317 - loss: 0.4386 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8797 - loss: 0.3277 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9023 - loss: 0.2948 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.8485 - loss: 0.4100 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.8811 - loss: 0.3312 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8465 - loss: 0.3773 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8984 - loss: 0.3175 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8384 - loss: 0.3880 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3672 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8863 - loss: 0.3416 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8695 - loss: 0.3248 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8658 - loss: 0.3508 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8689 - loss: 0.3570 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8740 - loss: 0.3272 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8949 - loss: 0.3520 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8748 - loss: 0.3396 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8933 - loss: 0.2767 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8946 - loss: 0.2906 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8747 - loss: 0.3614 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8477 - loss: 0.3772 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9281 - loss: 0.2655 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8922 - loss: 0.3355 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8844 - loss: 0.2980 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8640 - loss: 0.3060 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8754 - loss: 0.3105 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9124 - loss: 0.2715 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8673 - loss: 0.3638 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8751 - loss: 0.3383 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8977 - loss: 0.3020 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8590 - loss: 0.3589 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8958 - loss: 0.2934 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8545 - loss: 0.3300 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8432 - loss: 0.4081 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8869 - loss: 0.2989 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8655 - loss: 0.3723 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8828 - loss: 0.3432 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8497 - loss: 0.3546 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8887 - loss: 0.3377 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8849 - loss: 0.2818 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8774 - loss: 0.2999 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8581 - loss: 0.3363 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8782 - loss: 0.3139 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8316 - loss: 0.3975 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8870 - loss: 0.3024 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8509 - loss: 0.3851 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8648 - loss: 0.3263 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.8028 - loss: 0.4203 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - accuracy: 0.8386 - loss: 0.3609 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9095 - loss: 0.2749 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9149 - loss: 0.2650 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9106 - loss: 0.2932 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8729 - loss: 0.3349 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8528 - loss: 0.3615 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.8645 - loss: 0.3120 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8606 - loss: 0.3663 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8567 - loss: 0.3329 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8788 - loss: 0.3505 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.8481 - loss: 0.3677 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8830 - loss: 0.3239 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.8855 - loss: 0.3034 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8904 - loss: 0.3202 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8814 - loss: 0.3233 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8901 - loss: 0.2877 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - accuracy: 0.8292 - loss: 0.4118 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8490 - loss: 0.3201 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.8811 - loss: 0.3365 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8790 - loss: 0.3140 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8736 - loss: 0.3015 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8453 - loss: 0.4138 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.8682 - loss: 0.3451 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8661 - loss: 0.2955 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8463 - loss: 0.3581 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8674 - loss: 0.3143 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8764 - loss: 0.3158 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8525 - loss: 0.3549 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - accuracy: 0.8441 - loss: 0.3825 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8851 - loss: 0.3268 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.9123 - loss: 0.2827 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8415 - loss: 0.3702 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9029 - loss: 0.2919 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - accuracy: 0.8595 - loss: 0.3346 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.8873 - loss: 0.3186 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8860 - loss: 0.3139 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.8796 - loss: 0.3479 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.8699 - loss: 0.3280 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8989 - loss: 0.2742 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8779 - loss: 0.2984 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8725 - loss: 0.3276 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.8839 - loss: 0.3576 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8309 - loss: 0.4485 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8780 - loss: 0.3032 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.8585 - loss: 0.3273 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - accuracy: 0.9055 - loss: 0.2567 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8476 - loss: 0.3926 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8613 - loss: 0.3107 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.8448 - loss: 0.3408 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.8446 - loss: 0.3859 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8665 - loss: 0.3187 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8494 - loss: 0.3626 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8890 - loss: 0.2904 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8825 - loss: 0.3158 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8571 - loss: 0.3378 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.8946 - loss: 0.2862 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.9103 - loss: 0.2730 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8238 - loss: 0.3989 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - accuracy: 0.8588 - loss: 0.3103 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - accuracy: 0.8637 - loss: 0.3696 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.8781 - loss: 0.3420 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8982 - loss: 0.2853 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - accuracy: 0.8576 - loss: 0.3175 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.8651 - loss: 0.3346 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.8642 - loss: 0.3371 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8592 - loss: 0.3418 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8847 - loss: 0.2755 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8655 - loss: 0.3251 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8488 - loss: 0.3692 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8705 - loss: 0.3589 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.8848 - loss: 0.2804 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.8604 - loss: 0.3399 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9135 - loss: 0.2742 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8303 - loss: 0.3777 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9041 - loss: 0.2867 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9006 - loss: 0.2768 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8882 - loss: 0.2989 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8727 - loss: 0.3060 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9135 - loss: 0.2741 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8923 - loss: 0.3019 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9156 - loss: 0.2444 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8931 - loss: 0.3304 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8750 - loss: 0.3050 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.5333 - loss: 0.6928 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4569 - loss: 0.6939 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4984 - loss: 0.6937 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4248 - loss: 0.6939 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.4160 - loss: 0.6940 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4664 - loss: 0.6939 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.4512 - loss: 0.6938 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.5450 - loss: 0.6934 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4686 - loss: 0.6939 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3874 - loss: 0.6941 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3981 - loss: 0.6941 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4357 - loss: 0.6941 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5307 - loss: 0.6919 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4939 - loss: 0.6939 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5212 - loss: 0.6939 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5087 - loss: 0.6935 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4772 - loss: 0.6935 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5092 - loss: 0.6937 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3916 - loss: 0.6941 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4904 - loss: 0.6941 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3801 - loss: 0.6942 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3496 - loss: 0.6943 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.5392 - loss: 0.6935 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4394 - loss: 0.6938 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4159 - loss: 0.6940 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5726 - loss: 0.6925 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4330 - loss: 0.6942 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.4625 - loss: 0.6939 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4383 - loss: 0.6943 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5492 - loss: 0.6934 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4389 - loss: 0.6937 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - accuracy: 0.4785 - loss: 0.6937 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.4887 - loss: 0.6938 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4157 - loss: 0.6942 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3890 - loss: 0.6941 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5499 - loss: 0.6937 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4551 - loss: 0.6941 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5437 - loss: 0.6935 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5274 - loss: 0.6927 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4883 - loss: 0.6944 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4015 - loss: 0.6940 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4658 - loss: 0.6940 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4835 - loss: 0.6941 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5806 - loss: 0.6917 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5481 - loss: 0.6932 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4429 - loss: 0.6941 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4645 - loss: 0.6940 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3854 - loss: 0.6940 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4988 - loss: 0.6939 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4409 - loss: 0.6940 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4883 - loss: 0.6940 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4345 - loss: 0.6943 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4933 - loss: 0.6940 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4784 - loss: 0.6939 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5479 - loss: 0.6930 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4816 - loss: 0.6939 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4063 - loss: 0.6940 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4757 - loss: 0.6936 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4447 - loss: 0.6942 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5134 - loss: 0.6941 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5738 - loss: 0.6933 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4658 - loss: 0.6942 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4391 - loss: 0.6942 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.4325 - loss: 0.6940 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5261 - loss: 0.6928 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4088 - loss: 0.6940 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4912 - loss: 0.6937 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - accuracy: 0.4751 - loss: 0.6940 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4520 - loss: 0.6943 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4636 - loss: 0.6938 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4541 - loss: 0.6937 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4793 - loss: 0.6937 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.4316 - loss: 0.6940 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4818 - loss: 0.6937 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5178 - loss: 0.6939 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5539 - loss: 0.6926 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.4366 - loss: 0.6942 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - accuracy: 0.4463 - loss: 0.6941 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.4428 - loss: 0.6940 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4618 - loss: 0.6941 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4496 - loss: 0.6943 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.4476 - loss: 0.6942 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5059 - loss: 0.6939 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4591 - loss: 0.6939 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5120 - loss: 0.6935 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.4979 - loss: 0.6940 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4597 - loss: 0.6939 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5337 - loss: 0.6932 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - accuracy: 0.4147 - loss: 0.6939 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4938 - loss: 0.6933 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5161 - loss: 0.6934 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4401 - loss: 0.6941 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4041 - loss: 0.6941 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4639 - loss: 0.6938 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4705 - loss: 0.6943 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5117 - loss: 0.6938 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4925 - loss: 0.6937 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4528 - loss: 0.6939 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: 0.6937 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.4707 - loss: 0.6938 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.5149 - loss: 0.6938 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5016 - loss: 0.6940 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - accuracy: 0.4517 - loss: 0.6942 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5363 - loss: 0.6939 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5432 - loss: 0.6938 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4765 - loss: 0.6940 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4329 - loss: 0.6939 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5294 - loss: 0.6935 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4475 - loss: 0.6937 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4934 - loss: 0.6935 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5664 - loss: 0.6930 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5317 - loss: 0.6936 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4535 - loss: 0.6941 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4802 - loss: 0.6938 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4972 - loss: 0.6933 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4182 - loss: 0.6939 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4867 - loss: 0.6933 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5417 - loss: 0.6935 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.5123 - loss: 0.6936 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4622 - loss: 0.6937 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4762 - loss: 0.6939 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5269 - loss: 0.6939 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4756 - loss: 0.6938 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4848 - loss: 0.6938 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4322 - loss: 0.6940 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5333 - loss: 0.6928 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4797 - loss: 0.6942 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5237 - loss: 0.6934 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5005 - loss: 0.6938 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4371 - loss: 0.6940 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.5227 - loss: 0.6929 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4509 - loss: 0.6938 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5204 - loss: 0.6931 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4270 - loss: 0.6941 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.4295 - loss: 0.6938 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5835 - loss: 0.6921 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4763 - loss: 0.6938 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5449 - loss: 0.6938 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5010 - loss: 0.6940 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4631 - loss: 0.6937 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.4706 - loss: 0.6936 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5136 - loss: 0.6940 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.5276 - loss: 0.6934 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5228 - loss: 0.6937 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4866 - loss: 0.6935 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4273 - loss: 0.6938 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.4166 - loss: 0.6941 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4578 - loss: 0.6939 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.4761 - loss: 0.6939 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.4254 - loss: 0.6940 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.4322 - loss: 0.6941 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4312 - loss: 0.6941 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5067 - loss: 0.6934 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4560 - loss: 0.6940 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4809 - loss: 0.6940 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.3784 - loss: 0.6943 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5505 - loss: 0.6931 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4503 - loss: 0.6936 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5208 - loss: 0.6939 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5034 - loss: 0.6937 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5430 - loss: 0.6930 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4868 - loss: 0.6939 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4259 - loss: 0.6939 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4977 - loss: 0.6939 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4882 - loss: 0.6940 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5157 - loss: 0.6938 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4020 - loss: 0.6940 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4542 - loss: 0.6940 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5231 - loss: 0.6939 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4262 - loss: 0.6942 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4408 - loss: 0.6940 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4485 - loss: 0.6938 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5072 - loss: 0.6938 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4246 - loss: 0.6938 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5234 - loss: 0.6935 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4603 - loss: 0.6942 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4878 - loss: 0.6937 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4829 - loss: 0.6938 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4099 - loss: 0.6939 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4876 - loss: 0.6939 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5640 - loss: 0.6926 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4405 - loss: 0.6942 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - accuracy: 0.5486 - loss: 0.6936 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4753 - loss: 0.6935 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.4323 - loss: 0.6936 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.4160 - loss: 0.6941 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.5241 - loss: 0.6941 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5008 - loss: 0.6939 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.5519 - loss: 0.6932 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.5600 - loss: 0.6931 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5728 - loss: 0.6931 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - accuracy: 0.5028 - loss: 0.6940 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4871 - loss: 0.6935 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5434 - loss: 0.6933 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4877 - loss: 0.6933 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3976 - loss: 0.6942 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3800 - loss: 0.6940 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.4536 - loss: 0.6938 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3323 - loss: 0.6940 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5343 - loss: 0.6934 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.3925 - loss: 0.6941 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4656 - loss: 0.6941 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5190 - loss: 0.6937 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.5651 - loss: 0.6932 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5102 - loss: 0.6936 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5034 - loss: 0.6933 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5711 - loss: 0.6926 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4608 - loss: 0.6937 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4642 - loss: 0.6941 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4233 - loss: 0.6939 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.5560 - loss: 0.6931 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5373 - loss: 0.6934 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4459 - loss: 0.6942 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5430 - loss: 0.6928 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4535 - loss: 0.6942 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4121 - loss: 0.6942 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4540 - loss: 0.6938 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5875 - loss: 0.6918 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5437 - loss: 0.6938 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5318 - loss: 0.6938 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4374 - loss: 0.6941 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5171 - loss: 0.6939 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - accuracy: 0.4658 - loss: 0.6936 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.4636 - loss: 0.6936 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - accuracy: 0.4362 - loss: 0.6940 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5852 - loss: 0.6931 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.5575 - loss: 0.6930 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.4842 - loss: 0.6938 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - accuracy: 0.3809 - loss: 0.6939 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4652 - loss: 0.6940 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4774 - loss: 0.6940 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5061 - loss: 0.6941 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - accuracy: 0.4875 - loss: 0.6931 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4822 - loss: 0.6940 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - accuracy: 0.4918 - loss: 0.6941 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4350 - loss: 0.6937 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4929 - loss: 0.6937 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4903 - loss: 0.6938 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3744 - loss: 0.6942 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4304 - loss: 0.6943 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4995 - loss: 0.6939 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4536 - loss: 0.6938 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5286 - loss: 0.6935 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5329 - loss: 0.6935 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4962 - loss: 0.6933 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5054 - loss: 0.6938 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4408 - loss: 0.6937 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4878 - loss: 0.6936 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.5015 - loss: 0.6934 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4969 - loss: 0.6932 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.4314 - loss: 0.6938 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4383 - loss: 0.6940 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4877 - loss: 0.6925 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4465 - loss: 0.6940 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4831 - loss: 0.6940 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4868 - loss: 0.6935 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4336 - loss: 0.6941 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3809 - loss: 0.6940 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4327 - loss: 0.6939 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - accuracy: 0.3998 - loss: 0.6940 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.5566 - loss: 0.6918 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.5445 - loss: 0.6932 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.5375 - loss: 0.6928 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.4845 - loss: 0.6940 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5498 - loss: 0.6923 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4763 - loss: 0.6942 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5186 - loss: 0.6938 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5165 - loss: 0.6936 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4553 - loss: 0.6939 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5540 - loss: 0.6929 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5183 - loss: 0.6935 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5259 - loss: 0.6933 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - accuracy: 0.4782 - loss: 0.6942 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4492 - loss: 0.6937 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5237 - loss: 0.6939 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.4922 - loss: 0.6939 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - accuracy: 0.5564 - loss: 0.6930 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.4997 - loss: 0.6938 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - accuracy: 0.4500 - loss: 0.6942 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.5393 - loss: 0.6934 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5000 - loss: 0.6941 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4877 - loss: 0.6941 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5086 - loss: 0.6935 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4812 - loss: 0.6937 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5307 - loss: 0.6934 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4900 - loss: 0.6940 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4910 - loss: 0.6942 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4453 - loss: 0.6941 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4806 - loss: 0.6938 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4345 - loss: 0.6943 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4413 - loss: 0.6941 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5249 - loss: 0.6937 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4444 - loss: 0.6938 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4285 - loss: 0.6938 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4809 - loss: 0.6940 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4575 - loss: 0.6937 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4914 - loss: 0.6939 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5254 - loss: 0.6937 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3552 - loss: 0.6943 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4542 - loss: 0.6938 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4860 - loss: 0.6940 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4250 - loss: 0.6940 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.4353 - loss: 0.6940 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - accuracy: 0.4645 - loss: 0.6937 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4989 - loss: 0.6938 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5155 - loss: 0.6932 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5012 - loss: 0.6940 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.4399 - loss: 0.6942 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5680 - loss: 0.6925 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4911 - loss: 0.6939 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4736 - loss: 0.6937 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4340 - loss: 0.6940 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5096 - loss: 0.6938 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5237 - loss: 0.6933 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5880 - loss: 0.6926 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4174 - loss: 0.6941 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.4043 - loss: 0.6938 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4869 - loss: 0.6939 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4459 - loss: 0.6940 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5070 - loss: 0.6934 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4030 - loss: 0.6940 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4364 - loss: 0.6938 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4875 - loss: 0.6937 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5054 - loss: 0.6935 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.4562 - loss: 0.6937 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.4666 - loss: 0.6940 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.4524 - loss: 0.6939 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4862 - loss: 0.6936 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.4523 - loss: 0.6940 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.4576 - loss: 0.6943 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4709 - loss: 0.6938 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5435 - loss: 0.6932 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4920 - loss: 0.6937 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4228 - loss: 0.6942 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4674 - loss: 0.6938 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4570 - loss: 0.6939 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4921 - loss: 0.6939 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4418 - loss: 0.6934 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5029 - loss: 0.6940 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4842 - loss: 0.6942 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.4682 - loss: 0.6935 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5974 - loss: 0.6919 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4440 - loss: 0.6943 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5062 - loss: 0.6935 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5354 - loss: 0.6936 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4914 - loss: 0.6939 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4158 - loss: 0.6942 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4898 - loss: 0.6930 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5046 - loss: 0.6937 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4345 - loss: 0.6938 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - accuracy: 0.4797 - loss: 0.6939 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4167 - loss: 0.6941 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4733 - loss: 0.6941 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4989 - loss: 0.6940 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4786 - loss: 0.6938 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5267 - loss: 0.6935 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5742 - loss: 0.6925 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5052 - loss: 0.6938 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4419 - loss: 0.6942 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4840 - loss: 0.6939 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4354 - loss: 0.6945 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5546 - loss: 0.6927 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5021 - loss: 0.6938 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3837 - loss: 0.6942 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5342 - loss: 0.6936 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4258 - loss: 0.6936 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5623 - loss: 0.6931 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4669 - loss: 0.6935 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.5263 - loss: 0.6938 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4992 - loss: 0.6935 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4936 - loss: 0.6937 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4694 - loss: 0.6940 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4200 - loss: 0.6937 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5331 - loss: 0.6936 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4834 - loss: 0.6937 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4195 - loss: 0.6943 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3730 - loss: 0.6943 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5512 - loss: 0.6922 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5456 - loss: 0.6929 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4205 - loss: 0.6941 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5050 - loss: 0.6933 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4099 - loss: 0.6940 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4394 - loss: 0.6940 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4986 - loss: 0.6939 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.5283 - loss: 0.6937 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - accuracy: 0.4981 - loss: 0.6938 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4251 - loss: 0.6940 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5042 - loss: 0.6936 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4331 - loss: 0.6942 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5005 - loss: 0.6940 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4603 - loss: 0.6939 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.5275 - loss: 0.6935 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5008 - loss: 0.6935 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - accuracy: 0.4909 - loss: 0.6934 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4553 - loss: 0.6937 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4573 - loss: 0.6940 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5146 - loss: 0.6935 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4786 - loss: 0.6938 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5566 - loss: 0.6930 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4992 - loss: 0.6941 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.2569 - loss: 0.6939 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - accuracy: 0.4942 - loss: nan Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4950 - loss: nan Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.4636 - loss: nan Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.4680 - loss: nan Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5003 - loss: nan Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5116 - loss: nan Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4343 - loss: nan Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5191 - loss: nan Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - accuracy: 0.4609 - loss: nan Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5744 - loss: nan Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5869 - loss: nan Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5139 - loss: nan Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4748 - loss: nan Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4395 - loss: nan Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - accuracy: 0.4733 - loss: nan Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5238 - loss: nan Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5425 - loss: nan Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4807 - loss: nan Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5091 - loss: nan Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4974 - loss: nan Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4812 - loss: nan Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4750 - loss: nan Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5109 - loss: nan Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4828 - loss: nan Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5516 - loss: nan Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5420 - loss: nan Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5820 - loss: nan Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4806 - loss: nan Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4993 - loss: nan Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: nan Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5224 - loss: nan Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5012 - loss: nan Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.5922 - loss: nan Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5217 - loss: nan Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4752 - loss: nan Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4997 - loss: nan Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4963 - loss: nan Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5765 - loss: nan Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5271 - loss: nan Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4960 - loss: nan Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - accuracy: 0.4831 - loss: nan Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5012 - loss: nan Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4854 - loss: nan Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4473 - loss: nan Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4980 - loss: nan Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5082 - loss: nan Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4556 - loss: nan Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5671 - loss: nan Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.4786 - loss: nan Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4954 - loss: nan Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4522 - loss: nan Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4961 - loss: nan Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4008 - loss: nan Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.4391 - loss: nan Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5581 - loss: nan Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5078 - loss: nan Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5113 - loss: nan Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4933 - loss: nan Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5237 - loss: nan Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4617 - loss: nan Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5285 - loss: nan Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5408 - loss: nan Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5517 - loss: nan Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5521 - loss: nan Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5218 - loss: nan Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5051 - loss: nan Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5015 - loss: nan Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4540 - loss: nan Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5190 - loss: nan Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4607 - loss: nan Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - accuracy: 0.5047 - loss: nan Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5017 - loss: nan Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.4915 - loss: nan Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5259 - loss: nan Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4939 - loss: nan Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5142 - loss: nan Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5527 - loss: nan Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5282 - loss: nan Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5427 - loss: nan Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5625 - loss: nan Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4587 - loss: nan Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4568 - loss: nan Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4772 - loss: nan Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.4213 - loss: nan Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.4447 - loss: nan Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4594 - loss: nan Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - accuracy: 0.4735 - loss: nan Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4537 - loss: nan Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4471 - loss: nan Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - accuracy: 0.4703 - loss: nan Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4722 - loss: nan Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4841 - loss: nan Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5786 - loss: nan Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4853 - loss: nan Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5055 - loss: nan Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4763 - loss: nan Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5527 - loss: nan Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4850 - loss: nan Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5655 - loss: nan Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4428 - loss: nan Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4770 - loss: nan Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4532 - loss: nan Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5286 - loss: nan Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5059 - loss: nan Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4855 - loss: nan Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4891 - loss: nan Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4809 - loss: nan Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4386 - loss: nan Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4773 - loss: nan Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4607 - loss: nan Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.4581 - loss: nan Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4709 - loss: nan Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4582 - loss: nan Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4613 - loss: nan Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4410 - loss: nan Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4857 - loss: nan Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.5102 - loss: nan Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4727 - loss: nan Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5547 - loss: nan Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4857 - loss: nan Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4623 - loss: nan Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5014 - loss: nan Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4980 - loss: nan Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5214 - loss: nan Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4756 - loss: nan Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4081 - loss: nan Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4469 - loss: nan Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4104 - loss: nan Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4717 - loss: nan Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4690 - loss: nan Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5241 - loss: nan Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4708 - loss: nan Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4265 - loss: nan Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.4729 - loss: nan Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.5250 - loss: nan Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5293 - loss: nan Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.5308 - loss: nan Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5273 - loss: nan Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.4786 - loss: nan Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4759 - loss: nan Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5486 - loss: nan Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4456 - loss: nan Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5889 - loss: nan Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4993 - loss: nan Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5543 - loss: nan Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5384 - loss: nan Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4881 - loss: nan Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5304 - loss: nan Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4070 - loss: nan Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5351 - loss: nan Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - accuracy: 0.5995 - loss: nan Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5099 - loss: nan Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.5162 - loss: nan Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - accuracy: 0.5020 - loss: nan Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - accuracy: 0.5424 - loss: nan Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4434 - loss: nan Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.5007 - loss: nan Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.4898 - loss: nan Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.4391 - loss: nan Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.5094 - loss: nan Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4853 - loss: nan Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.4802 - loss: nan Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5351 - loss: nan Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5534 - loss: nan Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5160 - loss: nan Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4673 - loss: nan Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4903 - loss: nan Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4938 - loss: nan Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5084 - loss: nan Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4293 - loss: nan Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5317 - loss: nan Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5127 - loss: nan Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5689 - loss: nan Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5178 - loss: nan Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4970 - loss: nan Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5097 - loss: nan Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4614 - loss: nan Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4721 - loss: nan Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5003 - loss: nan Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4894 - loss: nan Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.4993 - loss: nan Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5607 - loss: nan Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4419 - loss: nan Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5558 - loss: nan Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5176 - loss: nan Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4807 - loss: nan Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5044 - loss: nan Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5033 - loss: nan Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4616 - loss: nan Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5307 - loss: nan Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4455 - loss: nan Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.5158 - loss: nan Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5451 - loss: nan Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4329 - loss: nan Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4786 - loss: nan Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4869 - loss: nan Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.5446 - loss: nan Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4604 - loss: nan Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4878 - loss: nan Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4632 - loss: nan Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4810 - loss: nan Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4274 - loss: nan Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - accuracy: 0.4876 - loss: nan Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5316 - loss: nan Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5060 - loss: nan Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4712 - loss: nan Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5513 - loss: nan Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4545 - loss: nan Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4346 - loss: nan Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4894 - loss: nan Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.4480 - loss: nan Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4644 - loss: nan Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5341 - loss: nan Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5164 - loss: nan Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4328 - loss: nan Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4531 - loss: nan Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4652 - loss: nan Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4707 - loss: nan Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.5454 - loss: nan Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5025 - loss: nan Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4601 - loss: nan Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5223 - loss: nan Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4811 - loss: nan Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4730 - loss: nan Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.5609 - loss: nan Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - accuracy: 0.5771 - loss: nan Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5306 - loss: nan Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - accuracy: 0.4585 - loss: nan Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3605 - loss: nan Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4842 - loss: nan Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.5337 - loss: nan Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4914 - loss: nan Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5654 - loss: nan Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: nan Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.5410 - loss: nan Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4690 - loss: nan Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5686 - loss: nan Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4952 - loss: nan Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5436 - loss: nan Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4466 - loss: nan Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4755 - loss: nan Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4671 - loss: nan Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5622 - loss: nan Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4922 - loss: nan Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.5069 - loss: nan Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.5064 - loss: nan Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.4824 - loss: nan Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.4207 - loss: nan Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4964 - loss: nan Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4861 - loss: nan Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5712 - loss: nan Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5019 - loss: nan Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5380 - loss: nan Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4773 - loss: nan Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5062 - loss: nan Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.4813 - loss: nan Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4633 - loss: nan Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6006 - loss: nan Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4931 - loss: nan Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5611 - loss: nan Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - accuracy: 0.4629 - loss: nan Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - accuracy: 0.5020 - loss: nan Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4868 - loss: nan Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4840 - loss: nan Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5797 - loss: nan Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4552 - loss: nan Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5475 - loss: nan Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5230 - loss: nan Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5844 - loss: nan Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4839 - loss: nan Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5466 - loss: nan Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4611 - loss: nan Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - accuracy: 0.5309 - loss: nan Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5549 - loss: nan Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4811 - loss: nan Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4948 - loss: nan Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - accuracy: 0.4231 - loss: nan Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.5434 - loss: nan Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5078 - loss: nan Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5116 - loss: nan Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4975 - loss: nan Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5203 - loss: nan Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4066 - loss: nan Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4747 - loss: nan Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4987 - loss: nan Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4987 - loss: nan Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4576 - loss: nan Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5225 - loss: nan Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4501 - loss: nan Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4596 - loss: nan Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4813 - loss: nan Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5554 - loss: nan Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4919 - loss: nan Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4740 - loss: nan Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4902 - loss: nan Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.5229 - loss: nan Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - accuracy: 0.4394 - loss: nan Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5179 - loss: nan Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4654 - loss: nan Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5112 - loss: nan Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4615 - loss: nan Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4551 - loss: nan Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5221 - loss: nan Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5387 - loss: nan Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5022 - loss: nan Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5281 - loss: nan Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.5420 - loss: nan Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4738 - loss: nan Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5073 - loss: nan Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5451 - loss: nan Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4790 - loss: nan Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5360 - loss: nan Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4236 - loss: nan Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4673 - loss: nan Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4881 - loss: nan Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.4925 - loss: nan Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5301 - loss: nan Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5736 - loss: nan Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5013 - loss: nan Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - accuracy: 0.5141 - loss: nan Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5144 - loss: nan Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4947 - loss: nan Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4923 - loss: nan Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5581 - loss: nan Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4707 - loss: nan Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4543 - loss: nan Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5274 - loss: nan Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4816 - loss: nan Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5287 - loss: nan Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4094 - loss: nan Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5515 - loss: nan Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5028 - loss: nan Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4743 - loss: nan Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4477 - loss: nan Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5265 - loss: nan Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4357 - loss: nan Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5612 - loss: nan Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5231 - loss: nan Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4510 - loss: nan Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4169 - loss: nan Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5223 - loss: nan Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4997 - loss: nan Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4270 - loss: nan Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5086 - loss: nan Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4837 - loss: nan Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5301 - loss: nan Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4528 - loss: nan Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4865 - loss: nan Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4591 - loss: nan Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5347 - loss: nan Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5312 - loss: nan Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4862 - loss: nan Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4836 - loss: nan Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4517 - loss: nan Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4890 - loss: nan Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.4599 - loss: nan Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5038 - loss: nan Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - accuracy: 0.5055 - loss: nan Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4885 - loss: nan Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.5106 - loss: nan Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5509 - loss: nan Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.4780 - loss: nan Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5045 - loss: nan Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.5214 - loss: nan Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - accuracy: 0.4921 - loss: nan Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4900 - loss: nan Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.5323 - loss: nan Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4748 - loss: nan Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4341 - loss: nan Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5125 - loss: nan Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4036 - loss: nan Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.4900 - loss: nan Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4641 - loss: nan Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5270 - loss: nan Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5078 - loss: nan Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4353 - loss: nan Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4753 - loss: nan Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.5669 - loss: nan Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4407 - loss: nan Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.4874 - loss: nan Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - accuracy: 0.4483 - loss: nan Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - accuracy: 0.4800 - loss: nan Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4999 - loss: nan Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4889 - loss: nan Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5176 - loss: nan Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5033 - loss: nan Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5417 - loss: nan Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5024 - loss: nan Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4996 - loss: nan Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4879 - loss: nan Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5260 - loss: nan Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5325 - loss: nan Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4910 - loss: nan Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5094 - loss: nan Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4788 - loss: nan Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5202 - loss: nan Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5226 - loss: nan Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5148 - loss: nan Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5050 - loss: nan Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4152 - loss: nan 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.2569 - loss: nan Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4642 - loss: 0.7159 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5030 - loss: 0.7126 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - accuracy: 0.5040 - loss: 0.6944 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.4623 - loss: 0.7095 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.6118 - loss: 0.6972 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4427 - loss: 0.7029 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4574 - loss: 0.6990 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.5576 - loss: 0.6981 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.5018 - loss: 0.6960 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5339 - loss: 0.6932 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5419 - loss: 0.6935 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3969 - loss: 0.7019 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4824 - loss: 0.7003 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5214 - loss: 0.6932 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4570 - loss: 0.6973 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4608 - loss: 0.6944 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - accuracy: 0.4968 - loss: 0.6931 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4624 - loss: 0.6960 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.5378 - loss: 0.6960 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4259 - loss: 0.6965 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.4880 - loss: 0.6965 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5618 - loss: 0.6897 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4156 - loss: 0.6971 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4690 - loss: 0.6956 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4991 - loss: 0.6964 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5236 - loss: 0.6961 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4507 - loss: 0.6953 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5162 - loss: 0.6934 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5162 - loss: 0.6952 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4261 - loss: 0.6962 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4495 - loss: 0.6964 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - accuracy: 0.4819 - loss: 0.6961 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5538 - loss: 0.6925 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3665 - loss: 0.6981 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4828 - loss: 0.6969 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4815 - loss: 0.6951 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.4250 - loss: 0.6972 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5230 - loss: 0.6948 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4860 - loss: 0.6952 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4592 - loss: 0.6941 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.5093 - loss: 0.6939 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.5715 - loss: 0.6937 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4386 - loss: 0.6945 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.5392 - loss: 0.6939 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.5127 - loss: 0.6946 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - accuracy: 0.5367 - loss: 0.6933 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5251 - loss: 0.6948 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4179 - loss: 0.6962 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.4563 - loss: 0.6969 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4045 - loss: 0.6971 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4523 - loss: 0.6953 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5203 - loss: 0.6943 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3770 - loss: 0.6965 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.4341 - loss: 0.6965 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.5409 - loss: 0.6945 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.4126 - loss: 0.6975 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.4825 - loss: 0.6965 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4912 - loss: 0.6946 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5330 - loss: 0.6939 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5035 - loss: 0.6949 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5032 - loss: 0.6951 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4153 - loss: 0.6959 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4892 - loss: 0.6962 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5091 - loss: 0.6953 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.4583 - loss: 0.6968 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4978 - loss: 0.6983 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.4897 - loss: 0.6954 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4866 - loss: 0.6949 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4815 - loss: 0.6950 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.4504 - loss: 0.6964 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.4012 - loss: 0.6954 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4611 - loss: 0.6960 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - accuracy: 0.4549 - loss: 0.6955 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4703 - loss: 0.6944 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.5149 - loss: 0.6936 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5226 - loss: 0.6943 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.4825 - loss: 0.6951 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4596 - loss: 0.6957 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5203 - loss: 0.6938 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3912 - loss: 0.6967 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4199 - loss: 0.6958 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4802 - loss: 0.6955 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4608 - loss: 0.6952 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4796 - loss: 0.6945 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.4443 - loss: 0.6948 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4924 - loss: 0.6959 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.4940 - loss: 0.6955 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4774 - loss: 0.6952 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5652 - loss: 0.6930 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - accuracy: 0.4468 - loss: 0.6953 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3984 - loss: 0.6958 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4663 - loss: 0.6948 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5241 - loss: 0.6957 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.5492 - loss: 0.6926 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5078 - loss: 0.6958 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - accuracy: 0.5023 - loss: 0.6945 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4598 - loss: 0.6958 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5493 - loss: 0.6939 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5700 - loss: 0.6930 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4618 - loss: 0.6954 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.5468 - loss: 0.6915 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5335 - loss: 0.6924 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3682 - loss: 0.6954 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4690 - loss: 0.6954 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4532 - loss: 0.6962 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - accuracy: 0.3938 - loss: 0.6953 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.4778 - loss: 0.6951 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - accuracy: 0.5338 - loss: 0.6936 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5205 - loss: 0.6957 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4209 - loss: 0.6961 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.4974 - loss: 0.6953 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.5493 - loss: 0.6922 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.4997 - loss: 0.6944 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.5070 - loss: 0.6952 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3840 - loss: 0.6963 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4091 - loss: 0.6953 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3776 - loss: 0.6958 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5749 - loss: 0.6908 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4933 - loss: 0.6948 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3463 - loss: 0.6956 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5546 - loss: 0.6895 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5327 - loss: 0.6931 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4775 - loss: 0.6937 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4813 - loss: 0.6956 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5415 - loss: 0.6939 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4412 - loss: 0.6954 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4284 - loss: 0.6950 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5496 - loss: 0.6924 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4775 - loss: 0.6957 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.5465 - loss: 0.6933 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5047 - loss: 0.6938 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.4785 - loss: 0.6951 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5013 - loss: 0.6936 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.4723 - loss: 0.6951 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4353 - loss: 0.6952 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4190 - loss: 0.6961 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3947 - loss: 0.6952 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5610 - loss: 0.6919 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4639 - loss: 0.6951 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - accuracy: 0.4874 - loss: 0.6949 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5362 - loss: 0.6934 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4082 - loss: 0.6955 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4740 - loss: 0.6954 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5370 - loss: 0.6934 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4331 - loss: 0.6956 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.5461 - loss: 0.6920 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3815 - loss: 0.6963 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4860 - loss: 0.6947 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4032 - loss: 0.6949 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - accuracy: 0.5057 - loss: 0.6946 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5105 - loss: 0.6952 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5700 - loss: 0.6899 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4855 - loss: 0.6941 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4378 - loss: 0.6949 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5406 - loss: 0.6947 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4095 - loss: 0.6965 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5012 - loss: 0.6946 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5802 - loss: 0.6911 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4414 - loss: 0.6960 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - accuracy: 0.4814 - loss: 0.6949 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - accuracy: 0.4872 - loss: 0.6943 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4780 - loss: 0.6950 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5173 - loss: 0.6951 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4868 - loss: 0.6930 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5299 - loss: 0.6942 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5046 - loss: 0.6937 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5196 - loss: 0.6946 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5054 - loss: 0.6949 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5424 - loss: 0.6947 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4246 - loss: 0.6953 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - accuracy: 0.4469 - loss: 0.6950 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4641 - loss: 0.6948 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5136 - loss: 0.6951 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4895 - loss: 0.6949 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5271 - loss: 0.6942 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4895 - loss: 0.6937 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4689 - loss: 0.6955 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4904 - loss: 0.6943 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.3671 - loss: 0.6956 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4826 - loss: 0.6949 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4373 - loss: 0.6948 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4346 - loss: 0.6944 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5970 - loss: 0.6898 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4245 - loss: 0.6957 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5232 - loss: 0.6947 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4607 - loss: 0.6945 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5184 - loss: 0.6945 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4942 - loss: 0.6947 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5631 - loss: 0.6931 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4860 - loss: 0.6944 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4414 - loss: 0.6948 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4811 - loss: 0.6941 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5090 - loss: 0.6946 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4998 - loss: 0.6941 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5460 - loss: 0.6933 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - accuracy: 0.4802 - loss: 0.6942 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4617 - loss: 0.6945 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4185 - loss: 0.6948 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - accuracy: 0.4892 - loss: 0.6939 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4546 - loss: 0.6949 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4594 - loss: 0.6945 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5867 - loss: 0.6925 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.4613 - loss: 0.6946 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4749 - loss: 0.6944 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5929 - loss: 0.6900 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5268 - loss: 0.6941 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3811 - loss: 0.6950 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.4682 - loss: 0.6946 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.5058 - loss: 0.6944 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4624 - loss: 0.6943 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4878 - loss: 0.6947 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5635 - loss: 0.6919 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4471 - loss: 0.6948 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5147 - loss: 0.6943 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.4794 - loss: 0.6947 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5698 - loss: 0.6935 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4430 - loss: 0.6947 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4300 - loss: 0.6945 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4734 - loss: 0.6950 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5162 - loss: 0.6941 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3961 - loss: 0.6945 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4915 - loss: 0.6941 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5287 - loss: 0.6941 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5168 - loss: 0.6942 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4999 - loss: 0.6942 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4469 - loss: 0.6951 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4264 - loss: 0.6950 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4056 - loss: 0.6945 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5434 - loss: 0.6916 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.5433 - loss: 0.6926 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4501 - loss: 0.6940 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.4475 - loss: 0.6944 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4439 - loss: 0.6936 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4150 - loss: 0.6949 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3937 - loss: 0.6946 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4512 - loss: 0.6946 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5268 - loss: 0.6925 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5052 - loss: 0.6936 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - accuracy: 0.4738 - loss: 0.6951 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4793 - loss: 0.6934 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.4263 - loss: 0.6949 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5123 - loss: 0.6937 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.5121 - loss: 0.6938 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4946 - loss: 0.6957 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5068 - loss: 0.6932 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - accuracy: 0.4258 - loss: 0.6949 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - accuracy: 0.4789 - loss: 0.6943 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5530 - loss: 0.6918 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - accuracy: 0.4616 - loss: 0.6949 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - accuracy: 0.4494 - loss: 0.6948 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5796 - loss: 0.6916 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5182 - loss: 0.6933 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4433 - loss: 0.6948 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - accuracy: 0.4391 - loss: 0.6937 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - accuracy: 0.5701 - loss: 0.6927 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4807 - loss: 0.6940 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5208 - loss: 0.6937 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5237 - loss: 0.6944 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4417 - loss: 0.6946 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5242 - loss: 0.6940 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.4296 - loss: 0.6943 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4551 - loss: 0.6945 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - accuracy: 0.4784 - loss: 0.6939 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4696 - loss: 0.6946 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3765 - loss: 0.6950 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5793 - loss: 0.6942 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3970 - loss: 0.6946 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4685 - loss: 0.6938 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4990 - loss: 0.6939 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4859 - loss: 0.6945 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5014 - loss: 0.6945 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5752 - loss: 0.6917 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.5386 - loss: 0.6936 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4691 - loss: 0.6943 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - accuracy: 0.4585 - loss: 0.6944 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5154 - loss: 0.6933 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4363 - loss: 0.6954 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - accuracy: 0.5445 - loss: 0.6930 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4778 - loss: 0.6940 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5270 - loss: 0.6946 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4454 - loss: 0.6948 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6015 - loss: 0.6922 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5270 - loss: 0.6935 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4433 - loss: 0.6942 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4803 - loss: 0.6941 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4715 - loss: 0.6944 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4586 - loss: 0.6951 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5217 - loss: 0.6935 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4588 - loss: 0.6940 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4771 - loss: 0.6940 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5179 - loss: 0.6937 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4462 - loss: 0.6941 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4743 - loss: 0.6943 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5734 - loss: 0.6918 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4127 - loss: 0.6947 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4297 - loss: 0.6944 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3966 - loss: 0.6944 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4927 - loss: 0.6933 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4556 - loss: 0.6949 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4621 - loss: 0.6943 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.5514 - loss: 0.6930 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4653 - loss: 0.6943 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4744 - loss: 0.6937 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4964 - loss: 0.6942 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4263 - loss: 0.6949 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4910 - loss: 0.6941 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5539 - loss: 0.6931 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5335 - loss: 0.6941 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5214 - loss: 0.6933 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.5651 - loss: 0.6919 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4494 - loss: 0.6947 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4797 - loss: 0.6944 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5683 - loss: 0.6933 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5142 - loss: 0.6937 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.5302 - loss: 0.6942 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.5477 - loss: 0.6932 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4615 - loss: 0.6945 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.5282 - loss: 0.6936 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5066 - loss: 0.6940 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.4751 - loss: 0.6943 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5023 - loss: 0.6942 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.3760 - loss: 0.6945 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4381 - loss: 0.6942 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.3840 - loss: 0.6947 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5670 - loss: 0.6928 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5658 - loss: 0.6933 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5497 - loss: 0.6932 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - accuracy: 0.4103 - loss: 0.6949 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - accuracy: 0.4651 - loss: 0.6944 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4098 - loss: 0.6934 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4757 - loss: 0.6954 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.2882 - loss: 0.6952 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4902 - loss: 0.6939 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4552 - loss: 0.6942 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4074 - loss: 0.6945 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4396 - loss: 0.6944 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.4306 - loss: 0.6943 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4316 - loss: 0.6942 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - accuracy: 0.5125 - loss: 0.6942 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5108 - loss: 0.6938 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4677 - loss: 0.6944 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5057 - loss: 0.6935 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - accuracy: 0.4535 - loss: 0.6940 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4356 - loss: 0.6941 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4694 - loss: 0.6944 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3861 - loss: 0.6951 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.5069 - loss: 0.6937 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.3455 - loss: 0.6944 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5071 - loss: 0.6927 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4539 - loss: 0.6945 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5459 - loss: 0.6933 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4579 - loss: 0.6942 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4566 - loss: 0.6938 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5332 - loss: 0.6940 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.4581 - loss: 0.6939 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4353 - loss: 0.6943 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4640 - loss: 0.6940 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4923 - loss: 0.6935 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4355 - loss: 0.6947 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5301 - loss: 0.6936 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4803 - loss: 0.6943 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4832 - loss: 0.6940 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - accuracy: 0.5475 - loss: 0.6939 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1000us/step - accuracy: 0.5023 - loss: 0.6940 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - accuracy: 0.5126 - loss: 0.6943 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4966 - loss: 0.6934 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4494 - loss: 0.6944 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5821 - loss: 0.6917 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4936 - loss: 0.6937 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4811 - loss: 0.6937 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4312 - loss: 0.6941 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4736 - loss: 0.6942 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4363 - loss: 0.6939 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5358 - loss: 0.6936 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5875 - loss: 0.6915 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5011 - loss: 0.6936 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - accuracy: 0.5091 - loss: 0.6937 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5470 - loss: 0.6923 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4659 - loss: 0.6942 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5098 - loss: 0.6941 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4652 - loss: 0.6942 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4516 - loss: 0.6941 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4560 - loss: 0.6944 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5527 - loss: 0.6917 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5076 - loss: 0.6940 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - accuracy: 0.4749 - loss: 0.6941 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4337 - loss: 0.6940 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5366 - loss: 0.6936 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4459 - loss: 0.6941 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.4758 - loss: 0.6941 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4949 - loss: 0.6933 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - accuracy: 0.5358 - loss: 0.6933 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.4331 - loss: 0.6941 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5046 - loss: 0.6939 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5372 - loss: 0.6937 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.3447 - loss: 0.6943 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.4909 - loss: 0.6934 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - accuracy: 0.5520 - loss: 0.6932 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4595 - loss: 0.6943 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4775 - loss: 0.6934 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.2569 - loss: 0.6940
scores
[74.37499761581421, 60.00000238418579, 87.5, 50.0, 50.0, 86.87499761581421, 92.5000011920929, 68.75, 87.5, 50.0, 50.0, 50.0]
scores_funcs = scores
fig, ax = plt.subplots()
ax.bar(act_funcs, scores_funcs)
ax.set_xlabel('Activation Function')
ax.set_xticklabels(act_funcs, rotation=30)
ax.set_ylabel('Accuracy')
plt.title('Accuracy by Activation Function')
plt.show()
C:\Users\jomors\AppData\Local\Temp\ipykernel_22320\2882831902.py:6: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(act_funcs, rotation=30)
With the above, we see the best results with a selu algorithm, followed by tanh, the function used in our previous efforts, elu, and softsign. From here, we will move forward with selu.
Sticking with selu, 2 hidden layers, and 2 nodes in each layer, we can now cycle through optimizers and analyze the loss.
optimizers = ['sgd', 'rmsprop', 'adagrad', 'adadelta', 'adam', 'adamax', 'nadam']
scores = []
for opt in optimizers:
model = Sequential()
# Add first layer
model.add(Dense(2, input_dim=2, activation='selu'))
# Add three hidden layers
model.add(Dense(2, activation='selu'))
model.add(Dense(2, activation='selu'))
model.add(Dense(2, activation='selu'))
# Add output layer
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer=opt)
model.fit(X, y, batch_size=2, epochs=400)
# Append accuracy to array
scores.append(model.evaluate(X, y))
Epoch 1/400
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7134 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - loss: 0.7082 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6858 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6541 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6500 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 810us/step - loss: 0.6442 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6638 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6048 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.6435 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6285 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5859 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6329 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6175 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6290 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - loss: 0.5786 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.5620 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - loss: 0.5621 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5438 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5455 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5051 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4874 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5146 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4982 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4716 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4621 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4511 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4591 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3642 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3796 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - loss: 0.3579 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - loss: 0.3326 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - loss: 0.3091 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.3183 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3141 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 759us/step - loss: 0.2586 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2484 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2424 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 903us/step - loss: 0.2032 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2021 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1991 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.1894 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 748us/step - loss: 0.1849 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - loss: 0.1899 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.1449 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1509 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.1339 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - loss: 0.1320 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1113 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.0907 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1442 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.0933 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0915 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1135 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - loss: 0.0955 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0714 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1059 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - loss: 0.0925 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1078 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1007 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0614 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.0801 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0815 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1003 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - loss: 0.0680 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0792 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0587 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0509 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0666 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0528 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.0630 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0515 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0601 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0553 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0815 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.0833 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - loss: 0.0926 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1006 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - loss: 0.0536 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0913 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0615 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0503 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0436 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0334 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0720 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0544 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - loss: 0.0616 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0810 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0527 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.0500 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0616 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0448 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0839 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 874us/step - loss: 0.0648 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.0470 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0401 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0726 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.0364 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0558 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 823us/step - loss: 0.0846 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0425 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 814us/step - loss: 0.0371 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0778 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.0603 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0392 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0449 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0510 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0720 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0468 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0600 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - loss: 0.0829 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - loss: 0.1009 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - loss: 0.0463 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0254 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0747 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0439 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0266 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0610 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0397 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0328 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0464 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0441 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0507 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0446 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0507 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0395 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0559 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0609 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - loss: 0.1388 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0349 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0203 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0481 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0444 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0428 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0521 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0565 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0613 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0273 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - loss: 0.0708 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0602 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0517 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - loss: 0.0570 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0537 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 777us/step - loss: 0.1475 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0556 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0384 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - loss: 0.0275 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - loss: 0.0540 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0281 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0246 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.0918 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - loss: 0.0340 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0717 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0682 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0474 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - loss: 0.0927 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0541 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0195 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - loss: 0.0571 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - loss: 0.0256 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0495 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0565 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0910 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.1073 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0706 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0557 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0339 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0663 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0641 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.0546 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0311 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - loss: 0.0323 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0439 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0538 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0829 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.0337 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0251 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 806us/step - loss: 0.0385 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0504 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0446 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0296 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.0505 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0490 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0300 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0585 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0290 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0618 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0254 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0419 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0338 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0664 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.0413 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0632 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.0241 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.0656 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0945 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - loss: 0.0447 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - loss: 0.0295 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0483 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0517 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0505 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1151 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0422 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - loss: 0.0416 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0308 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0526 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0236 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.0196 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.0467 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1360 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0210 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0350 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - loss: 0.0531 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0343 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0432 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.0454 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0297 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - loss: 0.0309 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0297 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0698 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.0602 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0479 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0354 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.0797 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0284 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0437 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 770us/step - loss: 0.0247 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0692 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0615 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.0865 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0318 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0386 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0492 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0498 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0521 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - loss: 0.0808 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0257 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - loss: 0.0194 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0403 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0508 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0209 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0265 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0348 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0331 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0199 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0775 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0376 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - loss: 0.0678 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0445 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - loss: 0.0411 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0366 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0755 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.0577 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0443 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0429 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0420 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0314 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0407 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0404 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0320 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0508 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 722us/step - loss: 0.0385 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 688us/step - loss: 0.0321 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0487 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0264 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0483 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0597 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1605 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - loss: 0.0386 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.0428 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0279 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0619 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0593 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - loss: 0.0229 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0712 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0455 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0266 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - loss: 0.0602 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0345 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - loss: 0.0345 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0792 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - loss: 0.0332 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0409 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.0484 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0724 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0538 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0473 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0823 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0492 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0434 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0225 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0601 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0305 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0952 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0361 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0309 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0352 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - loss: 0.1372 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0362 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0404 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0433 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0333 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0325 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0249 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0280 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - loss: 0.0402 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0342 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0227 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1193 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0140 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.0684 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.0315 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - loss: 0.1359 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0284 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0353 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0512 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0461 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - loss: 0.0276 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0471 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - loss: 0.0436 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0383 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0233 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0257 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0624 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.0247 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - loss: 0.0329 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0379 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0293 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0781 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0267 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0516 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - loss: 0.0441 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.0307 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 778us/step - loss: 0.0262 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0706 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0598 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - loss: 0.1009 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0779 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0389 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0469 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0292 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0952 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - loss: 0.0472 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0353 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0506 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0369 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - loss: 0.0707 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0363 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0638 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - loss: 0.0194 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0448 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.0549 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0408 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - loss: 0.0421 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0297 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 830us/step - loss: 0.0290 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0461 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0549 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0573 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0337 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0255 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0224 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0176 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0377 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0316 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - loss: 0.0363 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0490 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0397 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0318 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - loss: 0.0901 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - loss: 0.0221 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.0261 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0353 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0591 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0203 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0431 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0553 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.0249 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0459 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - loss: 0.0241 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0316 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0175 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0742 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0659 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - loss: 0.0511 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.0164 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0612 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0487 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0410 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0640 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0339 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0335 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0894 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0770 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0243 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.0413 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.0567 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0227 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.0318 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0351 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0389 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0461 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 902us/step - loss: 1.0452 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.8615 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.8614 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7311 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - loss: 0.7272 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7417 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7337 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - loss: 0.6893 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6726 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - loss: 0.6974 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 791us/step - loss: 0.6414 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.6645 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6580 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6428 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - loss: 0.6428 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6447 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - loss: 0.6279 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - loss: 0.6162 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6275 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5715 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.5630 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 801us/step - loss: 0.5862 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - loss: 0.5313 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5488 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - loss: 0.5512 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - loss: 0.4903 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.4776 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.4744 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4401 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4461 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - loss: 0.3909 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4166 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4107 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - loss: 0.4684 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - loss: 0.3999 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - loss: 0.4616 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.4110 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - loss: 0.4151 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.3267 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3639 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3721 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3373 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3371 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4424 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.3474 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3920 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3865 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3331 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3598 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.3661 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.3580 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3356 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3392 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - loss: 0.3225 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3304 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3334 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3499 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2725 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.3563 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.3365 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3759 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - loss: 0.3143 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 803us/step - loss: 0.3597 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2659 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - loss: 0.3101 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3184 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.3580 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3071 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - loss: 0.2622 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.3704 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3008 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2604 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3466 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2916 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - loss: 0.3732 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.3108 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2571 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - loss: 0.2857 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - loss: 0.3436 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3159 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.3000 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.2878 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3004 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.2439 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2857 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2267 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3615 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2751 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3002 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2377 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3311 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2762 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3011 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.2499 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2497 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2813 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3189 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2484 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.2603 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2306 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2722 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3168 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3198 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2799 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2632 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - loss: 0.2593 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2881 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2720 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3122 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3480 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2431 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2661 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2764 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2714 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.2416 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - loss: 0.2111 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.2983 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2797 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2428 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.2149 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2862 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 845us/step - loss: 0.2350 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3451 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2638 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.2222 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3306 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.2753 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3195 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2833 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.3567 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2984 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2376 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3355 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3258 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2341 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2408 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3141 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2370 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2147 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2207 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2535 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2984 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1862 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2370 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4047 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.2442 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2688 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2969 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3548 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2311 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2380 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2209 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2032 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2849 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2394 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2263 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.2168 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1910 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2602 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2530 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2110 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2332 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2731 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2801 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1892 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - loss: 0.3119 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2965 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2636 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2707 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2540 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2847 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2459 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2297 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2620 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.1957 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2411 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2544 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 954us/step - loss: 0.2432 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2006 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1961 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 808us/step - loss: 0.2936 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.2552 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2672 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2212 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2976 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2710 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1840 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1880 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.2085 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1655 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.2764 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2806 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2610 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1944 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.2317 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2569 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2360 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2701 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2179 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2548 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2043 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2256 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.3165 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.2390 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - loss: 0.2406 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2380 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2276 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2243 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2008 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3725 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - loss: 0.2906 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.3489 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.2633 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3254 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2235 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - loss: 0.2944 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2886 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2627 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1999 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3119 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.2715 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - loss: 0.3047 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.2542 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - loss: 0.2510 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3378 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1698 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2266 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2976 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2391 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.3012 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 750us/step - loss: 0.2646 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1890 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3048 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - loss: 0.2634 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2409 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1709 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1939 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2157 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2423 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2814 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1728 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - loss: 0.1795 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.2106 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.2449 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - loss: 0.2441 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.2104 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2384 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.1821 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2177 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - loss: 0.2269 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1932 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2130 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.1587 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2576 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - loss: 0.2205 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2276 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2562 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1844 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3381 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2942 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1796 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - loss: 0.2072 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2042 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1649 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1754 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - loss: 0.1935 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1987 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.2387 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3609 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2447 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2927 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.1743 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2345 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3299 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - loss: 0.3245 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.2340 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2424 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2576 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2552 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - loss: 0.1977 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2080 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 799us/step - loss: 0.3058 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1508 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.2864 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2622 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - loss: 0.2281 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2447 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3226 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3102 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2637 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 820us/step - loss: 0.2280 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2703 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2711 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - loss: 0.2173 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2665 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.1913 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2822 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - loss: 0.2901 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2588 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - loss: 0.2663 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3146 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2600 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1939 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.2783 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.2122 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - loss: 0.2286 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1512 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2837 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1692 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - loss: 0.1734 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2446 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2600 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3092 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.2230 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - loss: 0.1963 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3222 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - loss: 0.3092 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 764us/step - loss: 0.2471 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2424 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2536 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2723 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.2404 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - loss: 0.2953 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3154 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2404 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.1442 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - loss: 0.2022 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1861 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2616 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2066 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2451 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.2166 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - loss: 0.2403 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.2448 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.3402 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.3135 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2139 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2474 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.2522 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2257 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2631 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 776us/step - loss: 0.2377 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 787us/step - loss: 0.3862 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - loss: 0.3030 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2254 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2524 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.1682 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1873 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.2150 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3196 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.2837 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - loss: 0.1769 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - loss: 0.2867 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3124 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2238 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1943 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1757 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2398 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - loss: 0.1791 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - loss: 0.2851 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2529 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2121 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2137 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2312 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1683 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.2446 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2708 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - loss: 0.3112 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2232 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2108 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.1897 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2052 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1630 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2594 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3486 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2729 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2666 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - loss: 0.2364 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4363 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2508 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1541 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3538 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - loss: 0.2564 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1817 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2005 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1948 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.2616 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1915 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2068 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2400 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2616 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2390 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1787 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2079 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2332 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.2755 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3051 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2349 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - loss: 0.1893 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2946 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 670us/step - loss: 0.2438 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 2ms/step - loss: 0.6977 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.6913 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7025 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - loss: 0.7008 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.7026 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - loss: 0.7018 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.7002 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6925 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - loss: 0.6950 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7060 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - loss: 0.7028 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7010 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6950 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6946 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6988 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 988us/step - loss: 0.6907 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7039 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7031 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6976 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6941 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6985 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6892 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.6981 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6963 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.6917 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6896 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - loss: 0.7049 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.6953 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6970 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6896 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.7028 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 762us/step - loss: 0.6941 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6979 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6965 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6897 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.6889 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6899 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - loss: 0.6946 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - loss: 0.6967 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6942 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - loss: 0.6965 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - loss: 0.6953 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6902 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - loss: 0.6862 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6976 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6913 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6997 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.6920 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6941 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7012 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6901 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.6926 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.6881 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6854 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6885 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - loss: 0.6941 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - loss: 0.6904 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.6925 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - loss: 0.6931 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - loss: 0.6884 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 783us/step - loss: 0.6965 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - loss: 0.6840 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6853 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7046 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - loss: 0.7018 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - loss: 0.6915 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.6837 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6908 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.6904 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6924 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - loss: 0.6877 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6867 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.6956 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6896 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6940 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6979 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.6941 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - loss: 0.6927 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6951 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - loss: 0.6957 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.6926 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6944 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6918 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6939 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6998 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6983 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - loss: 0.6915 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6934 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - loss: 0.6956 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - loss: 0.6871 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.7019 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - loss: 0.6952 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6971 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 815us/step - loss: 0.6905 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - loss: 0.6906 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.6899 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6902 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6986 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6987 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.6906 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - loss: 0.6896 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6934 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6890 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6927 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7027 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - loss: 0.6888 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6985 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - loss: 0.6819 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - loss: 0.6965 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6869 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6946 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 809us/step - loss: 0.6886 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6877 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6978 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6912 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6943 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.6900 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - loss: 0.6988 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.7026 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6892 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6954 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - loss: 0.6963 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6964 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.6973 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6890 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6855 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 826us/step - loss: 0.6839 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - loss: 0.6861 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6909 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6905 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - loss: 0.6930 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.6860 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6917 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.6963 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6872 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.6922 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.6873 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 761us/step - loss: 0.6894 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6928 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - loss: 0.6892 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6933 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6891 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6882 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7000 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - loss: 0.7004 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6940 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.6906 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6919 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.6948 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6991 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6928 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 840us/step - loss: 0.6934 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6889 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6823 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6927 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.6886 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.6768 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6892 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6896 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6864 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6925 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.6939 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6965 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6848 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - loss: 0.6855 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - loss: 0.6783 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6767 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6973 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6918 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - loss: 0.6918 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - loss: 0.6927 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6900 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - loss: 0.6924 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - loss: 0.6898 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - loss: 0.6923 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6915 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - loss: 0.6930 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - loss: 0.6996 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.6916 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6850 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6926 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - loss: 0.6898 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6952 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6964 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6846 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6896 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6851 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7009 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - loss: 0.6853 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6928 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - loss: 0.6908 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6865 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - loss: 0.6918 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 905us/step - loss: 0.6962 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - loss: 0.6935 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6916 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - loss: 0.6906 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 848us/step - loss: 0.6838 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - loss: 0.6956 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.6812 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6858 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6849 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.6925 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - loss: 0.7025 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - loss: 0.6898 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 819us/step - loss: 0.6897 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6873 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 772us/step - loss: 0.6917 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - loss: 0.6898 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.6822 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6880 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.6854 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6745 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7007 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6890 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - loss: 0.6797 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 798us/step - loss: 0.6947 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6962 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6947 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - loss: 0.6873 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.6855 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6909 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.6960 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 824us/step - loss: 0.6876 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6926 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 813us/step - loss: 0.6898 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6891 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6927 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7024 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.6902 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6820 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.6930 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6844 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.6882 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7010 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6998 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6922 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6921 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6853 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6904 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6929 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - loss: 0.6942 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6823 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6876 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6819 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 785us/step - loss: 0.6847 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6858 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6930 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6948 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6955 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6857 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6863 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6904 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - loss: 0.6911 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6937 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.6822 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6871 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.6883 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6845 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6884 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6743 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6923 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6850 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6852 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6947 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6878 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.6920 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6939 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6956 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6972 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - loss: 0.6877 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6888 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 916us/step - loss: 0.6992 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6859 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6842 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.6962 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6815 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6843 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6826 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6900 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - loss: 0.6925 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6932 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.6865 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 804us/step - loss: 0.6905 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6872 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.6773 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6836 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6984 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7021 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6811 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.6870 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6939 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6899 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7005 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6966 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6961 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6826 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.6941 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6886 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.6862 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - loss: 0.6901 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6812 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6959 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6911 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6860 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6953 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6855 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6802 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6836 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6849 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 788us/step - loss: 0.6901 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6918 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.6997 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6844 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6828 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - loss: 0.6858 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6859 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6776 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 827us/step - loss: 0.6904 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - loss: 0.6964 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6901 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.6932 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6886 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6859 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6896 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - loss: 0.6907 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6813 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6909 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.6943 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.6832 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6855 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6847 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - loss: 0.6869 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - loss: 0.6787 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6964 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6832 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6797 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6850 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.6917 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6847 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6764 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6808 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6838 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - loss: 0.6807 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - loss: 0.6896 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.6868 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6820 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 807us/step - loss: 0.6999 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6857 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6789 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.6888 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6974 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6976 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.6927 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.6730 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6798 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - loss: 0.6781 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - loss: 0.6858 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6788 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - loss: 0.6884 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6841 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - loss: 0.6908 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6934 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6785 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - loss: 0.6828 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6808 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.6870 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6860 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6833 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6806 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.6925 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.6877 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.6787 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - loss: 0.6868 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6849 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6876 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.6838 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6775 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.6879 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6835 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 835us/step - loss: 0.6898 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6759 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6880 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.6865 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - loss: 0.6893 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7015 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6901 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6853 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6859 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - loss: 0.6815 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6961 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6870 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6676 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 825us/step - loss: 0.6894 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 812us/step - loss: 0.6983 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6673 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - loss: 0.7333 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7026 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7161 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.7064 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6959 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.7157 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6959 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6877 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7202 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - loss: 0.7083 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7007 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7272 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7196 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7102 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7047 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6936 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6903 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.7098 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7203 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7153 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.7306 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6941 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7315 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7016 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6999 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.7122 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7055 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6769 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7061 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6857 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6906 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7017 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6919 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6997 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6931 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7171 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.7058 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6983 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.7084 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6976 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.7078 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - loss: 0.7369 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - loss: 0.7107 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.7209 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6886 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7004 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7160 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6919 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - loss: 0.6874 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6981 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.6942 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7095 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6855 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.7002 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.7115 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6877 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7003 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7267 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7105 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6960 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7050 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6989 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6947 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6733 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6896 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - loss: 0.6850 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6963 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - loss: 0.7024 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - loss: 0.7059 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.7096 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6961 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6716 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 851us/step - loss: 0.7113 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7036 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7032 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7014 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7102 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6838 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7099 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7175 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6838 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7107 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7106 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.7064 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6753 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7124 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6949 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.6831 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6717 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6791 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7285 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7116 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7296 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7050 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - loss: 0.7115 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6982 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7093 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7229 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7290 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.6857 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7039 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7049 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.7142 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.7115 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7049 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - loss: 0.7061 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7139 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7111 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7238 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7075 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6847 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - loss: 0.6878 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7207 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7015 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.7138 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7411 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7205 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - loss: 0.7106 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7087 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6983 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7037 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7162 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7089 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7113 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6683 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - loss: 0.7075 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7146 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7338 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 836us/step - loss: 0.6829 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6696 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7142 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.7058 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6850 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7016 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7060 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6895 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7121 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - loss: 0.6841 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7042 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - loss: 0.6819 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6749 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 991us/step - loss: 0.7191 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7178 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - loss: 0.7006 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7009 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7310 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6935 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6955 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7025 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - loss: 0.7097 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6908 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7089 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6940 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7022 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6995 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6975 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - loss: 0.6863 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6928 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7134 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6804 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6897 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6902 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7019 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7143 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7193 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6772 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7116 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7126 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.6949 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - loss: 0.7001 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7049 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6937 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6846 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - loss: 0.6868 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.6807 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6851 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.7175 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7229 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7290 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6729 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7086 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7173 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7012 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6927 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6993 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7482 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7100 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6873 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.7093 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6950 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.6649 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.6970 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7237 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7284 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 749us/step - loss: 0.7124 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7047 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6913 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7167 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6806 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6975 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6840 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - loss: 0.7116 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7056 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7229 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6923 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7019 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.7060 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6764 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - loss: 0.6973 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6941 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7009 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - loss: 0.7106 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7087 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6992 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - loss: 0.7221 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6817 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6882 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - loss: 0.6923 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7113 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - loss: 0.7097 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7081 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.6921 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - loss: 0.7145 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6948 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7086 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6931 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - loss: 0.6978 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7092 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7073 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7088 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7036 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.6916 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7049 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7092 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - loss: 0.6914 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7148 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.6839 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7167 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.6925 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - loss: 0.7168 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7020 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7139 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7235 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - loss: 0.6959 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7116 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - loss: 0.6957 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - loss: 0.6792 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - loss: 0.6864 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6867 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7175 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - loss: 0.7017 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7176 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - loss: 0.6987 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7025 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7021 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6794 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7166 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6938 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.7030 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7144 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.7040 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6771 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - loss: 0.7006 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - loss: 0.6816 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7244 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - loss: 0.7033 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6950 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7142 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6941 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6891 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7012 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.7058 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - loss: 0.6960 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6877 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7000 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6902 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7079 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6966 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7149 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7021 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.6955 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7093 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7035 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.7049 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7203 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7151 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7108 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.7092 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6883 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - loss: 0.7274 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6911 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 975us/step - loss: 0.7259 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6882 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.7031 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - loss: 0.7321 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6819 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.6987 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6794 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6954 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6974 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7108 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7151 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6789 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6886 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - loss: 0.7095 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - loss: 0.6943 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7051 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - loss: 0.6959 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6764 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7180 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7214 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7211 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7000 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7110 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.7089 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7082 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - loss: 0.6845 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6904 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7111 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6894 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.6912 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 817us/step - loss: 0.6972 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.7065 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.7049 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7112 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6973 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6911 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.7072 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6841 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6924 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6800 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7275 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7131 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7042 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7155 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7246 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.6965 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6844 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7049 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7069 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7085 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6909 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7181 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6944 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6886 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6985 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6922 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6993 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7059 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7063 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7137 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6963 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7017 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7135 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7200 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - loss: 0.6862 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6866 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7104 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - loss: 0.7252 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7051 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7070 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6934 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6966 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7253 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6901 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.7177 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.7471 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6763 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.7164 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - loss: 0.7155 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - loss: 0.7078 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - loss: 0.7006 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7030 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - loss: 0.6991 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7063 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - loss: 0.6942 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 955us/step - loss: 0.7107 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7108 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - loss: 0.7078 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6982 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6944 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6899 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6995 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6865 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7021 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6794 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.6819 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - loss: 0.7160 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7200 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6881 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7259 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6947 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6998 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7178 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7234 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6882 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7134 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7028 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - loss: 0.6985 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.7764 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - loss: 0.7066 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - loss: 0.7199 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7018 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6886 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7021 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6821 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6915 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6920 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6904 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6908 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6860 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6892 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6841 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6872 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6865 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6872 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6731 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6755 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6855 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6731 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6734 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6730 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6681 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6840 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6695 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6626 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6722 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6537 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6735 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6639 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6507 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6566 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6677 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6539 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6289 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6238 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6325 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6611 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6520 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6368 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.6358 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5930 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - loss: 0.6225 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6331 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6007 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6338 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6332 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.6147 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5942 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5863 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5826 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5912 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5803 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5820 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5811 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5466 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5636 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5621 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5456 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5656 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5453 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5305 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4900 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5031 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4518 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4680 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.4279 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.4063 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - loss: 0.4188 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3501 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3388 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.3067 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3626 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3000 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3222 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - loss: 0.3351 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3976 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3274 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - loss: 0.3068 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - loss: 0.3882 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - loss: 0.2438 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2977 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.3065 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2921 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - loss: 0.2723 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 795us/step - loss: 0.3144 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - loss: 0.2815 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - loss: 0.3426 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2863 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - loss: 0.3894 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3149 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.2695 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.3039 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3452 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.2623 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3290 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.2835 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.2848 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.3018 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2709 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3363 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2821 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4014 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3609 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2559 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2678 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - loss: 0.2791 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - loss: 0.3056 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3243 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 973us/step - loss: 0.2783 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2945 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.2776 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3091 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.2856 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3382 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2621 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.3093 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2739 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3622 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3087 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 837us/step - loss: 0.3153 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.2948 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3100 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 822us/step - loss: 0.3034 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2109 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - loss: 0.3195 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.2860 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - loss: 0.2596 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - loss: 0.3068 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1911 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 818us/step - loss: 0.2775 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2893 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.3299 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3236 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - loss: 0.2807 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2294 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2162 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3356 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3047 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2953 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.2425 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2641 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2350 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - loss: 0.3218 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3024 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - loss: 0.2679 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2311 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.3706 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2040 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - loss: 0.2524 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3214 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.2801 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2953 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.2516 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.2594 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2897 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.2573 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2312 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.2874 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2447 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.2546 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - loss: 0.2818 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2435 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - loss: 0.2607 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3026 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - loss: 0.2877 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2310 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - loss: 0.2947 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - loss: 0.2734 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2713 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2365 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2691 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.3517 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2412 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - loss: 0.2171 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - loss: 0.2471 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 792us/step - loss: 0.2957 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.2440 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2279 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 965us/step - loss: 0.2295 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2940 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2688 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2240 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2359 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2181 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2022 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3287 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2695 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - loss: 0.2289 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2772 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2270 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2334 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.2327 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - loss: 0.2534 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2728 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2494 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2839 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2891 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.2856 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 866us/step - loss: 0.2345 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2531 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.2881 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - loss: 0.2607 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3095 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.3234 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 883us/step - loss: 0.3403 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2646 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.2028 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2124 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - loss: 0.2181 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2634 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.2335 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.3243 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.2555 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 859us/step - loss: 0.2453 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2682 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - loss: 0.2693 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1929 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2797 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - loss: 0.2475 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.2072 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1951 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2166 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - loss: 0.2925 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1656 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - loss: 0.2363 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2140 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.3032 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - loss: 0.2119 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1843 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2359 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2460 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.2123 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3068 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1934 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.2355 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1542 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - loss: 0.1482 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1741 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 912us/step - loss: 0.2352 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2391 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - loss: 0.2157 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2146 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - loss: 0.2250 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2637 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.2666 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - loss: 0.1760 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2204 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - loss: 0.1625 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2004 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2630 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2052 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.1571 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2098 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.2140 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1734 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2018 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2823 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3002 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2009 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.1790 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1857 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.1873 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2415 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.1980 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1933 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.1248 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1842 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 834us/step - loss: 0.1959 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1655 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - loss: 0.1979 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2068 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.1858 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1897 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.2114 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1722 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - loss: 0.1847 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1989 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - loss: 0.1447 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2166 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1918 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2490 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.1434 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1788 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2142 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2098 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - loss: 0.1642 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1834 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.1673 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1889 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - loss: 0.1855 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1749 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2466 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1899 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1520 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2135 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1590 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1078 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1733 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2429 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.1570 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1742 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - loss: 0.1765 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1857 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.1216 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1713 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 849us/step - loss: 0.1821 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1092 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.1318 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1574 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - loss: 0.1228 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1701 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1517 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1597 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 863us/step - loss: 0.1310 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - loss: 0.1644 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1864 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1356 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - loss: 0.2163 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1698 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - loss: 0.1313 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1547 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - loss: 0.1442 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1433 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.1210 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2004 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.1570 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1832 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 970us/step - loss: 0.1396 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1101 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.1863 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1760 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.1492 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1457 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1756 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - loss: 0.1541 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1377 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 959us/step - loss: 0.1464 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2098 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1704 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - loss: 0.1471 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1291 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1331 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.1727 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 891us/step - loss: 0.1405 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1275 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - loss: 0.1097 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1957 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1339 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1136 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.1809 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1352 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.1245 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1132 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1241 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1295 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.1629 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1174 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1343 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1882 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 789us/step - loss: 0.1203 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1261 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.1356 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1198 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 974us/step - loss: 0.1188 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1255 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.1334 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0895 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1052 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0977 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.1106 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1081 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1077 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1537 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1759 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1304 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - loss: 0.1264 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1435 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1615 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1621 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.1415 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1419 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - loss: 0.1437 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1638 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1140 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 940us/step - loss: 0.1208 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1755 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - loss: 0.1360 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1214 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - loss: 0.1560 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1214 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1299 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1425 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1310 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1617 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 856us/step - loss: 0.0922 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1427 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - loss: 0.1132 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1886 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1234 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.1400 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - loss: 0.8602 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7794 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.8579 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7776 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7687 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.7907 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.7685 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7477 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.6723 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6877 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - loss: 0.7066 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7007 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.7167 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.7033 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.6696 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6562 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.6693 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6819 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - loss: 0.6604 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6687 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6668 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6492 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6571 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6419 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.6294 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6624 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.6391 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6645 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6459 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6131 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6179 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.6131 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 854us/step - loss: 0.6192 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6401 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.5971 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6065 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - loss: 0.5917 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5985 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6103 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5910 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5556 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5314 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5443 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5390 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5043 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5197 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4734 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4942 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 957us/step - loss: 0.4648 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4671 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - loss: 0.4494 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4705 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4656 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4782 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4586 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.4550 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4238 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4695 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4255 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 952us/step - loss: 0.4097 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4084 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - loss: 0.3993 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4600 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3852 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3875 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3925 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - loss: 0.4172 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - loss: 0.3512 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - loss: 0.3775 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3483 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3848 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3764 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3759 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - loss: 0.3528 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3679 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.3658 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3911 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3752 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3079 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.3099 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3239 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3493 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4008 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3044 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3702 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 884us/step - loss: 0.3876 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3783 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - loss: 0.3613 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3647 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2978 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4025 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3623 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3891 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3701 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3399 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3851 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3119 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3158 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - loss: 0.3371 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3535 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.3222 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3815 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - loss: 0.3176 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3294 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2789 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3296 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3722 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4312 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - loss: 0.2794 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2919 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.4262 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3660 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - loss: 0.2925 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3256 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.3665 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2882 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3265 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2966 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3228 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3243 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.3224 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3761 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 913us/step - loss: 0.2915 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2780 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2881 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2713 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.3012 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2628 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.2698 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3794 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 869us/step - loss: 0.3108 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3238 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 871us/step - loss: 0.2938 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3715 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2690 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3685 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4007 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3200 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3514 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2970 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.3113 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3676 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - loss: 0.3046 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2938 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2764 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2749 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3969 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2768 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.3478 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2495 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.3414 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3256 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 853us/step - loss: 0.2844 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2967 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2624 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2697 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - loss: 0.3099 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3644 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3135 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3525 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2959 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2693 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3229 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2702 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.3210 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - loss: 0.3063 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2702 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - loss: 0.3062 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2978 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3026 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3381 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2422 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.4109 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3404 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - loss: 0.3307 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3116 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.3196 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2967 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - loss: 0.3602 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2803 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2586 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2817 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2638 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2929 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3651 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2728 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2463 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 886us/step - loss: 0.3560 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2745 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2721 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2327 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2874 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2751 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3068 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3504 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2762 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2399 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3285 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2141 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3404 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3472 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3084 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - loss: 0.2953 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2475 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2227 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3101 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3039 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2577 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2782 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3722 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2910 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2607 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3138 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2535 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2841 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2675 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2262 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.3209 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2786 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2173 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3481 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3296 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2619 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.3034 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3440 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.3053 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.3057 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.2669 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3144 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2625 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2619 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3059 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2301 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3055 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 889us/step - loss: 0.3064 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.2398 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2315 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2335 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2579 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2450 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2975 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2571 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 893us/step - loss: 0.2620 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.3517 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2758 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - loss: 0.2664 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3053 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.3087 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.2845 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 877us/step - loss: 0.3697 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.2023 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3526 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.2672 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2081 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 832us/step - loss: 0.2606 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2723 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 927us/step - loss: 0.2444 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3074 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2171 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2656 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.3435 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2223 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - loss: 0.2347 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2346 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - loss: 0.3382 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - loss: 0.2871 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3729 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 902us/step - loss: 0.2514 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2496 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.3015 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2213 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - loss: 0.2511 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.2645 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3084 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2388 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.3001 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2615 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.2568 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2859 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2558 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2525 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2332 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - loss: 0.2197 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2922 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - loss: 0.2772 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.2562 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2672 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.2599 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2003 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2609 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.2891 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3415 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.2613 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2471 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.3470 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - loss: 0.2321 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2351 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3056 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2836 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2636 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2290 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - loss: 0.3091 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2790 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.2534 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2250 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 843us/step - loss: 0.2642 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 978us/step - loss: 0.2892 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2620 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - loss: 0.2645 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2899 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2651 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 821us/step - loss: 0.2827 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2128 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3561 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 855us/step - loss: 0.2420 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2202 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3211 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.2056 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3564 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 838us/step - loss: 0.2522 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2572 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.2429 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.3388 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2476 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3237 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2056 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3260 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3333 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3054 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2036 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.1742 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2305 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2471 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2171 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1485 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2845 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2869 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2616 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2145 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2676 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1811 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.2681 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2615 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2577 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.3029 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2184 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2578 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2756 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2651 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2188 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2448 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2402 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3032 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2494 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2204 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.1887 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3117 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2366 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2402 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2604 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2130 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2441 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2885 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2463 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2748 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2396 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1814 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2571 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2143 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1916 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2949 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2138 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2660 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2419 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3200 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2219 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2808 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2723 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2994 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2700 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.2263 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2317 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2253 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2015 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2545 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2385 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3049 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.2300 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2258 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3089 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2729 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3072 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2149 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2505 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2284 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2568 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3013 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2688 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 930us/step - loss: 0.2855 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - loss: 0.2411 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2602 Epoch 1/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 3s 1ms/step - loss: 0.7546 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.6597 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6148 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6147 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.5791 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.6143 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.5615 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5215 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.5181 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.5036 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4795 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - loss: 0.4745 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4708 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4527 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4542 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.4577 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 931us/step - loss: 0.4143 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4045 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - loss: 0.4121 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3951 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 895us/step - loss: 0.4327 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4359 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3580 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3900 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4050 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3745 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3462 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3640 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3527 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3271 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3341 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.4174 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.3237 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3533 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.3303 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3221 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - loss: 0.3130 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3059 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2887 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3035 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2906 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 841us/step - loss: 0.4126 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2861 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3813 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.2520 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2744 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 870us/step - loss: 0.2544 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.3131 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2934 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2629 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - loss: 0.2655 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 928us/step - loss: 0.2563 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2601 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2478 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2606 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - loss: 0.2565 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2274 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2150 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2349 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2632 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2650 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 897us/step - loss: 0.2099 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2705 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2326 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2121 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2767 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2794 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - loss: 0.2106 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2686 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2568 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - loss: 0.1825 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2253 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 861us/step - loss: 0.2963 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.2550 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2506 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2069 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.2277 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2420 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2269 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - loss: 0.1869 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.2785 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - loss: 0.2097 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2118 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1984 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1660 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.2179 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - loss: 0.2138 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2196 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2575 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1772 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2449 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1922 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1713 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.2350 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1805 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1681 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1893 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.1801 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2021 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.2105 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2792 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 839us/step - loss: 0.1880 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1879 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2102 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 885us/step - loss: 0.2060 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1871 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1913 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1956 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2215 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2028 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.2153 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2188 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.2404 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - loss: 0.2153 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1852 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.1855 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.2243 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1719 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 915us/step - loss: 0.2179 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1992 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2072 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1759 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - loss: 0.1879 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1643 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1359 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1592 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2194 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1612 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1341 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1827 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.1946 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1861 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - loss: 0.2370 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - loss: 0.1821 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.2222 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1812 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1680 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1544 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - loss: 0.1633 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1857 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1573 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1688 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1485 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1408 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1515 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - loss: 0.1351 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1536 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - loss: 0.1209 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1632 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 968us/step - loss: 0.1466 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - loss: 0.1326 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1362 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1456 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1547 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1269 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1366 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 944us/step - loss: 0.1488 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1659 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 896us/step - loss: 0.1945 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1127 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1367 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1464 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1324 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1410 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0857 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1438 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.1012 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - loss: 0.2003 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1017 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 865us/step - loss: 0.1257 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1660 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - loss: 0.0864 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1068 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1391 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1679 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1116 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - loss: 0.1412 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0970 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1277 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1328 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1062 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - loss: 0.1522 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0900 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1229 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1073 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0901 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.0907 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1260 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1521 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 852us/step - loss: 0.1331 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1134 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - loss: 0.1039 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - loss: 0.1016 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0967 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1168 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1131 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0889 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0962 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1087 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.0969 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0999 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1265 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 873us/step - loss: 0.1120 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1116 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - loss: 0.0929 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0968 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1161 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0913 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0689 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.1050 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1020 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0529 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - loss: 0.0718 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1587 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1063 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0915 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0743 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - loss: 0.0843 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0944 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.1174 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1286 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1104 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - loss: 0.1046 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0532 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0972 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0557 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0901 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0950 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1087 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0824 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 919us/step - loss: 0.0667 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1210 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0960 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0891 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0738 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0602 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 953us/step - loss: 0.0746 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 872us/step - loss: 0.0713 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0603 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1103 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 882us/step - loss: 0.0496 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0972 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0685 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0712 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - loss: 0.0624 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0704 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0563 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 922us/step - loss: 0.0865 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0632 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0636 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.1168 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0719 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0613 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0774 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0658 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 987us/step - loss: 0.0471 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.0431 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0767 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0790 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 868us/step - loss: 0.0696 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0644 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 911us/step - loss: 0.0737 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0712 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 842us/step - loss: 0.0474 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0830 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0607 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0590 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0749 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - loss: 0.0489 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 993us/step - loss: 0.0844 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - loss: 0.0515 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0676 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0682 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - loss: 0.0666 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0478 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - loss: 0.0760 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0472 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.0469 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0651 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0536 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0608 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0593 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - loss: 0.0774 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0553 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0636 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 833us/step - loss: 0.0563 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0400 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - loss: 0.0447 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0497 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - loss: 0.0636 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 938us/step - loss: 0.0380 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0603 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0397 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0460 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0475 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0351 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0548 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0476 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0430 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0497 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0569 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0337 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0474 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 881us/step - loss: 0.0515 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0512 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0457 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0461 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0570 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0691 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 941us/step - loss: 0.0366 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0431 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - loss: 0.0384 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0706 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 910us/step - loss: 0.0401 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 921us/step - loss: 0.0388 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0385 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0427 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0343 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0368 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - loss: 0.0563 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.0533 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0475 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 831us/step - loss: 0.0306 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0486 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0487 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0441 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 967us/step - loss: 0.0563 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0532 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0295 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0299 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0412 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 986us/step - loss: 0.0531 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0235 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 920us/step - loss: 0.0323 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0441 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0456 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - loss: 0.0442 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - loss: 0.0324 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - loss: 0.0350 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - loss: 0.0333 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0356 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 844us/step - loss: 0.0513 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0333 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 935us/step - loss: 0.0257 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0455 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.0278 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 908us/step - loss: 0.0568 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0344 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0381 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0395 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0317 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0378 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0597 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0414 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - loss: 0.0626 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0457 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0265 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 876us/step - loss: 0.0323 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0345 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0444 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0262 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0425 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0302 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0365 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0392 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0502 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0452 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0371 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0317 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0688 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - loss: 0.0474 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0280 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 990us/step - loss: 0.0506 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 943us/step - loss: 0.0239 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 982us/step - loss: 0.0202 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0343 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0312 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 867us/step - loss: 0.0426 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0342 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 898us/step - loss: 0.0307 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0350 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0381 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - loss: 0.0408 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0243 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0411 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0328 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - loss: 0.0303 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - loss: 0.0169 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0313 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 951us/step - loss: 0.0213 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0300 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0224 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - loss: 0.0264 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0258 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0386 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0375 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 946us/step - loss: 0.0239 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0568 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 0.0276 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 926us/step - loss: 0.0463 5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - loss: 0.0346
scores
[0.05980195477604866, 0.22596275806427002, 0.6861329674720764, 0.7012993097305298, 0.12681254744529724, 0.24772480130195618, 0.030682284384965897]
loss_opts = scores
fig, ax = plt.subplots()
ax.bar(optimizers, loss_opts)
ax.set_xlabel('Optimizer')
ax.set_xticklabels(optimizers, rotation=30)
ax.set_ylabel('Loss')
plt.title('Loss Based on Optimizer')
plt.show()
C:\Users\jomors\AppData\Local\Temp\ipykernel_22320\1440464884.py:6: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(optimizers, rotation=30)
Since we are looking for the lowest loss possible, the nadam optimizer wins out here. Now we can do a final analysis based on all of the above selections.
model = Sequential()
# Add first layer
model.add(Dense(2, input_dim=2, activation='selu'))
# Add three hidden layers
model.add(Dense(2, activation='selu'))
model.add(Dense(2, activation='selu'))
model.add(Dense(2, activation='selu'))
# Add output layer
model.add(Dense(1, activation='sigmoid'))
model.compile(loss='binary_crossentropy', optimizer='nadam', metrics=['accuracy'])
model.fit(X, y, batch_size=2, epochs=400)
Epoch 1/400
c:\Users\jomors\AppData\Local\anaconda3\Lib\site-packages\keras\src\layers\core\dense.py:88: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
80/80 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.5601 - loss: 1.1417 Epoch 2/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.5867 - loss: 0.9696 Epoch 3/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.4824 - loss: 1.0223 Epoch 4/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6218 - loss: 0.7891 Epoch 5/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6177 - loss: 0.7531 Epoch 6/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.5784 - loss: 0.7132 Epoch 7/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.6388 - loss: 0.6669 Epoch 8/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.6385 - loss: 0.6653 Epoch 9/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 900us/step - accuracy: 0.6913 - loss: 0.6244 Epoch 10/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7081 - loss: 0.6203 Epoch 11/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7244 - loss: 0.6125 Epoch 12/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7891 - loss: 0.5723 Epoch 13/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8565 - loss: 0.5413 Epoch 14/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.7620 - loss: 0.5785 Epoch 15/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8062 - loss: 0.5359 Epoch 16/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8303 - loss: 0.5032 Epoch 17/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7809 - loss: 0.5042 Epoch 18/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8500 - loss: 0.4524 Epoch 19/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8491 - loss: 0.4616 Epoch 20/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7972 - loss: 0.4688 Epoch 21/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8215 - loss: 0.4260 Epoch 22/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8104 - loss: 0.4385 Epoch 23/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8340 - loss: 0.3924 Epoch 24/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8367 - loss: 0.4033 Epoch 25/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8106 - loss: 0.4170 Epoch 26/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8617 - loss: 0.3365 Epoch 27/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8401 - loss: 0.3471 Epoch 28/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8621 - loss: 0.3646 Epoch 29/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8702 - loss: 0.3016 Epoch 30/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8833 - loss: 0.3306 Epoch 31/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8748 - loss: 0.3448 Epoch 32/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8470 - loss: 0.3804 Epoch 33/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.8315 - loss: 0.3770 Epoch 34/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8583 - loss: 0.3089 Epoch 35/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8628 - loss: 0.2958 Epoch 36/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8119 - loss: 0.3892 Epoch 37/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9108 - loss: 0.2543 Epoch 38/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8694 - loss: 0.3092 Epoch 39/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8834 - loss: 0.3062 Epoch 40/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8445 - loss: 0.3500 Epoch 41/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8732 - loss: 0.2907 Epoch 42/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8321 - loss: 0.3530 Epoch 43/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8602 - loss: 0.3062 Epoch 44/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8309 - loss: 0.3582 Epoch 45/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8424 - loss: 0.3349 Epoch 46/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8435 - loss: 0.3877 Epoch 47/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8720 - loss: 0.3239 Epoch 48/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.8263 - loss: 0.3629 Epoch 49/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8560 - loss: 0.3897 Epoch 50/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8443 - loss: 0.3846 Epoch 51/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8526 - loss: 0.2978 Epoch 52/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8441 - loss: 0.3188 Epoch 53/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 901us/step - accuracy: 0.9015 - loss: 0.2528 Epoch 54/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.8636 - loss: 0.3043 Epoch 55/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8431 - loss: 0.3572 Epoch 56/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8618 - loss: 0.3539 Epoch 57/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8712 - loss: 0.3288 Epoch 58/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.8417 - loss: 0.3487 Epoch 59/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8117 - loss: 0.3579 Epoch 60/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 857us/step - accuracy: 0.8657 - loss: 0.2924 Epoch 61/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8850 - loss: 0.2714 Epoch 62/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8815 - loss: 0.2902 Epoch 63/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 958us/step - accuracy: 0.8264 - loss: 0.3436 Epoch 64/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8627 - loss: 0.2865 Epoch 65/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8772 - loss: 0.2942 Epoch 66/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8541 - loss: 0.3513 Epoch 67/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8205 - loss: 0.3721 Epoch 68/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8371 - loss: 0.3517 Epoch 69/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 762us/step - accuracy: 0.7699 - loss: 0.3879 Epoch 70/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8711 - loss: 0.3118 Epoch 71/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8258 - loss: 0.3399 Epoch 72/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8506 - loss: 0.3125 Epoch 73/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.8698 - loss: 0.2671 Epoch 74/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8525 - loss: 0.3118 Epoch 75/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8720 - loss: 0.2848 Epoch 76/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.7925 - loss: 0.3674 Epoch 77/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8232 - loss: 0.3373 Epoch 78/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 996us/step - accuracy: 0.8672 - loss: 0.3277 Epoch 79/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8245 - loss: 0.3398 Epoch 80/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 890us/step - accuracy: 0.8732 - loss: 0.3059 Epoch 81/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 880us/step - accuracy: 0.8174 - loss: 0.3626 Epoch 82/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 937us/step - accuracy: 0.8469 - loss: 0.3207 Epoch 83/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 956us/step - accuracy: 0.9278 - loss: 0.2231 Epoch 84/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8954 - loss: 0.2697 Epoch 85/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8864 - loss: 0.2802 Epoch 86/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8751 - loss: 0.2902 Epoch 87/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8423 - loss: 0.2987 Epoch 88/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8501 - loss: 0.3416 Epoch 89/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 875us/step - accuracy: 0.8696 - loss: 0.2997 Epoch 90/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8058 - loss: 0.3701 Epoch 91/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8137 - loss: 0.3703 Epoch 92/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8478 - loss: 0.3484 Epoch 93/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8535 - loss: 0.3387 Epoch 94/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8603 - loss: 0.2794 Epoch 95/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.8778 - loss: 0.2619 Epoch 96/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.8636 - loss: 0.2813 Epoch 97/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8802 - loss: 0.2803 Epoch 98/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8524 - loss: 0.3178 Epoch 99/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8468 - loss: 0.3568 Epoch 100/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8291 - loss: 0.3470 Epoch 101/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8695 - loss: 0.2731 Epoch 102/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 947us/step - accuracy: 0.8517 - loss: 0.3332 Epoch 103/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8402 - loss: 0.3188 Epoch 104/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8736 - loss: 0.2583 Epoch 105/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8985 - loss: 0.2378 Epoch 106/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8915 - loss: 0.2543 Epoch 107/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8458 - loss: 0.3290 Epoch 108/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8853 - loss: 0.2968 Epoch 109/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8138 - loss: 0.3719 Epoch 110/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8601 - loss: 0.3194 Epoch 111/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8754 - loss: 0.2987 Epoch 112/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8530 - loss: 0.2829 Epoch 113/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7956 - loss: 0.4115 Epoch 114/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8678 - loss: 0.2924 Epoch 115/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 776us/step - accuracy: 0.8642 - loss: 0.3060 Epoch 116/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - accuracy: 0.8618 - loss: 0.3244 Epoch 117/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8513 - loss: 0.3073 Epoch 118/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8321 - loss: 0.3902 Epoch 119/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 904us/step - accuracy: 0.8102 - loss: 0.3488 Epoch 120/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8429 - loss: 0.3086 Epoch 121/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 977us/step - accuracy: 0.8507 - loss: 0.3643 Epoch 122/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.8496 - loss: 0.3329 Epoch 123/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9011 - loss: 0.2467 Epoch 124/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8716 - loss: 0.2933 Epoch 125/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8587 - loss: 0.3245 Epoch 126/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9020 - loss: 0.2976 Epoch 127/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 909us/step - accuracy: 0.8630 - loss: 0.3380 Epoch 128/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 850us/step - accuracy: 0.8503 - loss: 0.2830 Epoch 129/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8575 - loss: 0.3012 Epoch 130/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8664 - loss: 0.3007 Epoch 131/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 906us/step - accuracy: 0.8774 - loss: 0.3097 Epoch 132/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8575 - loss: 0.2947 Epoch 133/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8625 - loss: 0.3522 Epoch 134/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 894us/step - accuracy: 0.8659 - loss: 0.2962 Epoch 135/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 864us/step - accuracy: 0.8831 - loss: 0.2706 Epoch 136/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 683us/step - accuracy: 0.8409 - loss: 0.3536 Epoch 137/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 829us/step - accuracy: 0.8611 - loss: 0.2900 Epoch 138/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8828 - loss: 0.2762 Epoch 139/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 892us/step - accuracy: 0.8490 - loss: 0.3207 Epoch 140/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8094 - loss: 0.4283 Epoch 141/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8776 - loss: 0.2937 Epoch 142/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 969us/step - accuracy: 0.8996 - loss: 0.2756 Epoch 143/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 983us/step - accuracy: 0.8816 - loss: 0.3410 Epoch 144/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8849 - loss: 0.3026 Epoch 145/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 999us/step - accuracy: 0.8926 - loss: 0.3157 Epoch 146/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8732 - loss: 0.3094 Epoch 147/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8873 - loss: 0.3019 Epoch 148/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 985us/step - accuracy: 0.8799 - loss: 0.2772 Epoch 149/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8887 - loss: 0.2606 Epoch 150/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8633 - loss: 0.3702 Epoch 151/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8822 - loss: 0.3229 Epoch 152/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8847 - loss: 0.3023 Epoch 153/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8923 - loss: 0.2778 Epoch 154/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8569 - loss: 0.2694 Epoch 155/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8601 - loss: 0.3368 Epoch 156/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8723 - loss: 0.2740 Epoch 157/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 805us/step - accuracy: 0.8661 - loss: 0.2950 Epoch 158/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8122 - loss: 0.3832 Epoch 159/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8951 - loss: 0.2872 Epoch 160/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8517 - loss: 0.3596 Epoch 161/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8720 - loss: 0.3112 Epoch 162/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8488 - loss: 0.3208 Epoch 163/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8808 - loss: 0.3507 Epoch 164/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8355 - loss: 0.3396 Epoch 165/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 989us/step - accuracy: 0.8504 - loss: 0.3262 Epoch 166/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8740 - loss: 0.3428 Epoch 167/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8945 - loss: 0.2767 Epoch 168/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 948us/step - accuracy: 0.8858 - loss: 0.2853 Epoch 169/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8971 - loss: 0.3051 Epoch 170/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8300 - loss: 0.3235 Epoch 171/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8457 - loss: 0.3269 Epoch 172/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8879 - loss: 0.2802 Epoch 173/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8346 - loss: 0.3415 Epoch 174/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8665 - loss: 0.2942 Epoch 175/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8311 - loss: 0.3951 Epoch 176/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8592 - loss: 0.3058 Epoch 177/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8761 - loss: 0.3220 Epoch 178/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9053 - loss: 0.2515 Epoch 179/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9183 - loss: 0.2448 Epoch 180/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8894 - loss: 0.2954 Epoch 181/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9130 - loss: 0.2310 Epoch 182/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8701 - loss: 0.3019 Epoch 183/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8545 - loss: 0.3282 Epoch 184/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8351 - loss: 0.3681 Epoch 185/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 949us/step - accuracy: 0.8715 - loss: 0.3301 Epoch 186/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8451 - loss: 0.3534 Epoch 187/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9129 - loss: 0.2626 Epoch 188/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9218 - loss: 0.2261 Epoch 189/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9047 - loss: 0.2713 Epoch 190/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8630 - loss: 0.3692 Epoch 191/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9227 - loss: 0.2612 Epoch 192/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 797us/step - accuracy: 0.8983 - loss: 0.2932 Epoch 193/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 828us/step - accuracy: 0.8362 - loss: 0.3555 Epoch 194/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 766us/step - accuracy: 0.8905 - loss: 0.2895 Epoch 195/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.8517 - loss: 0.3186 Epoch 196/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8934 - loss: 0.2935 Epoch 197/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8477 - loss: 0.3405 Epoch 198/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8884 - loss: 0.2712 Epoch 199/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 907us/step - accuracy: 0.8511 - loss: 0.3283 Epoch 200/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.8783 - loss: 0.2782 Epoch 201/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8512 - loss: 0.3130 Epoch 202/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8640 - loss: 0.3570 Epoch 203/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 966us/step - accuracy: 0.8535 - loss: 0.3115 Epoch 204/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8872 - loss: 0.2896 Epoch 205/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8747 - loss: 0.3200 Epoch 206/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 846us/step - accuracy: 0.8825 - loss: 0.2724 Epoch 207/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 899us/step - accuracy: 0.8875 - loss: 0.2937 Epoch 208/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8857 - loss: 0.2947 Epoch 209/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.8968 - loss: 0.2759 Epoch 210/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8532 - loss: 0.3350 Epoch 211/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8632 - loss: 0.3569 Epoch 212/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8801 - loss: 0.2754 Epoch 213/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8995 - loss: 0.2570 Epoch 214/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 793us/step - accuracy: 0.8433 - loss: 0.3463 Epoch 215/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8912 - loss: 0.2947 Epoch 216/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9094 - loss: 0.2462 Epoch 217/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8794 - loss: 0.2751 Epoch 218/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8312 - loss: 0.3399 Epoch 219/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8705 - loss: 0.3112 Epoch 220/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8749 - loss: 0.2974 Epoch 221/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9290 - loss: 0.2011 Epoch 222/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9023 - loss: 0.2567 Epoch 223/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8666 - loss: 0.3848 Epoch 224/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8977 - loss: 0.2378 Epoch 225/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 924us/step - accuracy: 0.8186 - loss: 0.4117 Epoch 226/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8919 - loss: 0.2924 Epoch 227/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8673 - loss: 0.2792 Epoch 228/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8704 - loss: 0.3169 Epoch 229/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 879us/step - accuracy: 0.8182 - loss: 0.3989 Epoch 230/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.8920 - loss: 0.2833 Epoch 231/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 914us/step - accuracy: 0.8804 - loss: 0.2801 Epoch 232/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 936us/step - accuracy: 0.8705 - loss: 0.3539 Epoch 233/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 858us/step - accuracy: 0.8658 - loss: 0.2872 Epoch 234/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.9110 - loss: 0.2669 Epoch 235/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8869 - loss: 0.2769 Epoch 236/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.8670 - loss: 0.3140 Epoch 237/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 963us/step - accuracy: 0.8570 - loss: 0.3437 Epoch 238/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8639 - loss: 0.2912 Epoch 239/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8733 - loss: 0.2757 Epoch 240/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 972us/step - accuracy: 0.9091 - loss: 0.2301 Epoch 241/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8304 - loss: 0.4059 Epoch 242/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.8206 - loss: 0.4281 Epoch 243/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 961us/step - accuracy: 0.8741 - loss: 0.2998 Epoch 244/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8977 - loss: 0.2782 Epoch 245/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 939us/step - accuracy: 0.9198 - loss: 0.2429 Epoch 246/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8580 - loss: 0.3018 Epoch 247/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 981us/step - accuracy: 0.8781 - loss: 0.3046 Epoch 248/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8850 - loss: 0.2978 Epoch 249/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9007 - loss: 0.2579 Epoch 250/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8867 - loss: 0.2778 Epoch 251/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8681 - loss: 0.3114 Epoch 252/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8864 - loss: 0.2859 Epoch 253/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8767 - loss: 0.2992 Epoch 254/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9082 - loss: 0.2727 Epoch 255/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8943 - loss: 0.2869 Epoch 256/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8418 - loss: 0.3855 Epoch 257/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8769 - loss: 0.3041 Epoch 258/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8305 - loss: 0.3318 Epoch 259/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 979us/step - accuracy: 0.8766 - loss: 0.2938 Epoch 260/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8787 - loss: 0.2876 Epoch 261/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8627 - loss: 0.3211 Epoch 262/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 847us/step - accuracy: 0.8798 - loss: 0.3377 Epoch 263/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8750 - loss: 0.2977 Epoch 264/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8944 - loss: 0.2685 Epoch 265/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.2979 Epoch 266/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8840 - loss: 0.2975 Epoch 267/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8912 - loss: 0.2549 Epoch 268/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 971us/step - accuracy: 0.8333 - loss: 0.3909 Epoch 269/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8534 - loss: 0.3445 Epoch 270/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8597 - loss: 0.3842 Epoch 271/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8504 - loss: 0.3323 Epoch 272/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8355 - loss: 0.3872 Epoch 273/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 980us/step - accuracy: 0.9014 - loss: 0.2400 Epoch 274/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8857 - loss: 0.3028 Epoch 275/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9143 - loss: 0.2616 Epoch 276/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8852 - loss: 0.2913 Epoch 277/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 794us/step - accuracy: 0.8595 - loss: 0.3095 Epoch 278/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8777 - loss: 0.3297 Epoch 279/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8676 - loss: 0.3452 Epoch 280/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8755 - loss: 0.3009 Epoch 281/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8910 - loss: 0.3174 Epoch 282/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8637 - loss: 0.3027 Epoch 283/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8428 - loss: 0.3523 Epoch 284/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8396 - loss: 0.3379 Epoch 285/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.8397 - loss: 0.3406 Epoch 286/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8610 - loss: 0.3393 Epoch 287/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8497 - loss: 0.3545 Epoch 288/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8564 - loss: 0.3083 Epoch 289/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8652 - loss: 0.3368 Epoch 290/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 994us/step - accuracy: 0.8615 - loss: 0.3310 Epoch 291/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8869 - loss: 0.3005 Epoch 292/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8470 - loss: 0.3536 Epoch 293/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8065 - loss: 0.4043 Epoch 294/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 860us/step - accuracy: 0.8655 - loss: 0.3301 Epoch 295/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 932us/step - accuracy: 0.8672 - loss: 0.2976 Epoch 296/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8589 - loss: 0.3152 Epoch 297/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8547 - loss: 0.3311 Epoch 298/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8768 - loss: 0.3196 Epoch 299/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8316 - loss: 0.3963 Epoch 300/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8966 - loss: 0.2672 Epoch 301/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8394 - loss: 0.3531 Epoch 302/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8527 - loss: 0.3449 Epoch 303/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 771us/step - accuracy: 0.8480 - loss: 0.3334 Epoch 304/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8577 - loss: 0.3321 Epoch 305/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8618 - loss: 0.3060 Epoch 306/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8833 - loss: 0.2942 Epoch 307/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8699 - loss: 0.3305 Epoch 308/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8804 - loss: 0.3168 Epoch 309/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8203 - loss: 0.3876 Epoch 310/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 929us/step - accuracy: 0.8783 - loss: 0.2715 Epoch 311/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8704 - loss: 0.3303 Epoch 312/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 923us/step - accuracy: 0.9090 - loss: 0.2327 Epoch 313/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.8754 - loss: 0.3293 Epoch 314/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8545 - loss: 0.3264 Epoch 315/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8487 - loss: 0.3238 Epoch 316/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8552 - loss: 0.3367 Epoch 317/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8727 - loss: 0.3436 Epoch 318/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.7926 - loss: 0.4542 Epoch 319/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 942us/step - accuracy: 0.8718 - loss: 0.2863 Epoch 320/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8319 - loss: 0.3702 Epoch 321/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 917us/step - accuracy: 0.8431 - loss: 0.3671 Epoch 322/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 964us/step - accuracy: 0.8490 - loss: 0.3641 Epoch 323/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 998us/step - accuracy: 0.8664 - loss: 0.3102 Epoch 324/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8881 - loss: 0.2739 Epoch 325/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8620 - loss: 0.3031 Epoch 326/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8732 - loss: 0.2998 Epoch 327/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 934us/step - accuracy: 0.8437 - loss: 0.3735 Epoch 328/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8757 - loss: 0.3076 Epoch 329/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8950 - loss: 0.2747 Epoch 330/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9333 - loss: 0.2358 Epoch 331/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8837 - loss: 0.3163 Epoch 332/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8315 - loss: 0.3665 Epoch 333/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 816us/step - accuracy: 0.8171 - loss: 0.3693 Epoch 334/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9107 - loss: 0.2782 Epoch 335/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9171 - loss: 0.2283 Epoch 336/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9007 - loss: 0.2757 Epoch 337/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8933 - loss: 0.2857 Epoch 338/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8533 - loss: 0.3223 Epoch 339/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9168 - loss: 0.2846 Epoch 340/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8927 - loss: 0.2381 Epoch 341/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9187 - loss: 0.2314 Epoch 342/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8811 - loss: 0.2996 Epoch 343/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9016 - loss: 0.2256 Epoch 344/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8725 - loss: 0.3250 Epoch 345/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8475 - loss: 0.3110 Epoch 346/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8432 - loss: 0.3389 Epoch 347/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8545 - loss: 0.3591 Epoch 348/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 997us/step - accuracy: 0.8476 - loss: 0.3808 Epoch 349/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.8866 - loss: 0.2864 Epoch 350/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8483 - loss: 0.3410 Epoch 351/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8835 - loss: 0.3058 Epoch 352/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8843 - loss: 0.2927 Epoch 353/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 950us/step - accuracy: 0.8760 - loss: 0.2602 Epoch 354/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8696 - loss: 0.2764 Epoch 355/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8736 - loss: 0.3211 Epoch 356/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8756 - loss: 0.3185 Epoch 357/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8697 - loss: 0.3123 Epoch 358/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8163 - loss: 0.3864 Epoch 359/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8968 - loss: 0.2743 Epoch 360/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 984us/step - accuracy: 0.8862 - loss: 0.2686 Epoch 361/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8858 - loss: 0.2973 Epoch 362/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 878us/step - accuracy: 0.9061 - loss: 0.2604 Epoch 363/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8368 - loss: 0.3532 Epoch 364/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 888us/step - accuracy: 0.9000 - loss: 0.2792 Epoch 365/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8835 - loss: 0.2951 Epoch 366/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8544 - loss: 0.3354 Epoch 367/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8420 - loss: 0.3680 Epoch 368/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 976us/step - accuracy: 0.8499 - loss: 0.3488 Epoch 369/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8687 - loss: 0.3105 Epoch 370/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 992us/step - accuracy: 0.8816 - loss: 0.2570 Epoch 371/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8571 - loss: 0.3525 Epoch 372/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8696 - loss: 0.3195 Epoch 373/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9034 - loss: 0.2325 Epoch 374/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 960us/step - accuracy: 0.8563 - loss: 0.3728 Epoch 375/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9158 - loss: 0.2211 Epoch 376/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 887us/step - accuracy: 0.9038 - loss: 0.2664 Epoch 377/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8525 - loss: 0.2888 Epoch 378/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 781us/step - accuracy: 0.8688 - loss: 0.3335 Epoch 379/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8930 - loss: 0.2646 Epoch 380/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 933us/step - accuracy: 0.9107 - loss: 0.2315 Epoch 381/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.9028 - loss: 0.2841 Epoch 382/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 945us/step - accuracy: 0.8776 - loss: 0.3283 Epoch 383/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 775us/step - accuracy: 0.9022 - loss: 0.2509 Epoch 384/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9028 - loss: 0.2468 Epoch 385/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 995us/step - accuracy: 0.9056 - loss: 0.2834 Epoch 386/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8676 - loss: 0.2692 Epoch 387/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8611 - loss: 0.3229 Epoch 388/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8674 - loss: 0.2811 Epoch 389/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 862us/step - accuracy: 0.8894 - loss: 0.2755 Epoch 390/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8106 - loss: 0.3949 Epoch 391/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 962us/step - accuracy: 0.9243 - loss: 0.2505 Epoch 392/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8892 - loss: 0.3106 Epoch 393/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8836 - loss: 0.2901 Epoch 394/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 925us/step - accuracy: 0.8510 - loss: 0.3265 Epoch 395/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.9189 - loss: 0.2520 Epoch 396/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8771 - loss: 0.2823 Epoch 397/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8560 - loss: 0.3586 Epoch 398/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8777 - loss: 0.3089 Epoch 399/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 918us/step - accuracy: 0.8835 - loss: 0.3138 Epoch 400/400 80/80 ━━━━━━━━━━━━━━━━━━━━ 0s 2ms/step - accuracy: 0.8720 - loss: 0.3350
<keras.src.callbacks.history.History at 0x265cdefe590>
scores = model.evaluate(X, y)
scores, model.metrics_names
5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 645us/step - accuracy: 0.8801 - loss: 0.2975
([0.30221015214920044, 0.8812500238418579], ['loss', 'compile_metrics'])
plt.scatter(*zip(*X), c=model.predict(X))
5/5 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step
<matplotlib.collections.PathCollection at 0x265cf469110>
I am noticing that although I am selecitng the various parameters that perform best after the various cycles, final loss and accuracy are not near as good as what I was seeing in the previous cycles. The scatter plot certainly implies a lack of accuracy as well. My thought is that there is something not correct in my for loops in the above sections, and the models resulting from them are not correct.
import pandas as pd
# Load the dataset
apples = pd.read_csv('apple_quality.csv')
# Drop the unneeded ID
apples = apples.drop(['A_id'], axis = 1)
# Check the number of good and bad apples
apples.Quality.value_counts()
Quality good 2004 bad 1996 Name: count, dtype: int64
# Convert the Quality field to 1 for good and 0 for bad.
apples['Quality'] = np.where(apples['Quality'] == 'good', 1, 0)
# Check the number of 1s and 0s - this shoudl align to good and bad above
apples.Quality.value_counts()
Quality 1 2004 0 1996 Name: count, dtype: int64
apples.head()
| Size | Weight | Sweetness | Crunchiness | Juiciness | Ripeness | Acidity | Quality | |
|---|---|---|---|---|---|---|---|---|
| 0 | -3.970049 | -2.512336 | 5.346330 | -1.012009 | 1.844900 | 0.329840 | -0.491590 | 1 |
| 1 | -1.195217 | -2.839257 | 3.664059 | 1.588232 | 0.853286 | 0.867530 | -0.722809 | 1 |
| 2 | -0.292024 | -1.351282 | -1.738429 | -0.342616 | 2.838636 | -0.038033 | 2.621636 | 0 |
| 3 | -0.657196 | -2.271627 | 1.324874 | -0.097875 | 3.637970 | -3.413761 | 0.790723 | 1 |
| 4 | 1.364217 | -1.296612 | -0.384658 | -0.553006 | 3.030874 | -1.303849 | 0.501984 | 1 |
# Create a set of X values by dropping the Quality classifier
XX = apples.drop(['Quality'], axis = 1)
# Drop the values least likely to impact quality
XX = XX.drop(['Size', 'Weight'], axis = 1)
# Convert the dataframe to a numpy array
XX = XX.values
XX.shape
(4000, 5)
# Create a set of y values by selecting the Quality classifier
yy = apples['Quality']
# Convert the dataframe to a numpy array
yy = yy.values
yy
array([1, 1, 0, ..., 0, 1, 1])
# initialize different optimizers
from keras.optimizers import SGD, RMSprop, Adagrad
sgd = SGD(learning_rate=0.01)
rmsprop = RMSprop(learning_rate=0.01)
adagrad = Adagrad(learning_rate=0.01)
# Build a Sequential model
model = Sequential()
# Add first layer
model.add(Dense(12, input_dim=5, activation='relu'))
# Add two hidden layers
model.add(Dense(12, activation='relu'))
model.add(Dense(12, activation='relu'))
model.add(Dense(12, activation='relu'))
#model.add(Dense(12, activation='relu'))
# Add output layer
model.add(Dense(1, activation='sigmoid'))
#model.compile(loss='binary_crossentropy', optimizer=sgd, metrics=['accuracy'])
model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])
#model.compile(loss='binary_crossentropy', optimizer='adamw', metrics=['accuracy'])
#model.compile(loss='binary_crossentropy', optimizer='nadam', metrics=['accuracy'])
model.fit(XX, yy, batch_size=4, epochs=800)
Epoch 1/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 3s 1ms/step - accuracy: 0.6528 - loss: 0.6184 Epoch 2/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.7594 - loss: 0.4814 Epoch 3/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.7913 - loss: 0.4436 Epoch 4/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.7986 - loss: 0.4294 Epoch 5/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.7914 - loss: 0.4166 Epoch 6/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8095 - loss: 0.4018 Epoch 7/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8130 - loss: 0.3948 Epoch 8/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8184 - loss: 0.3817 Epoch 9/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8170 - loss: 0.3924 Epoch 10/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8274 - loss: 0.3755 Epoch 11/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8276 - loss: 0.3785 Epoch 12/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8285 - loss: 0.3745 Epoch 13/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8306 - loss: 0.3679 Epoch 14/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8297 - loss: 0.3513 Epoch 15/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8329 - loss: 0.3551 Epoch 16/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8354 - loss: 0.3542 Epoch 17/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8322 - loss: 0.3558 Epoch 18/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8355 - loss: 0.3680 Epoch 19/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8368 - loss: 0.3471 Epoch 20/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8461 - loss: 0.3387 Epoch 21/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8305 - loss: 0.3428 Epoch 22/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8437 - loss: 0.3382 Epoch 23/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8334 - loss: 0.3487 Epoch 24/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8345 - loss: 0.3444 Epoch 25/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8368 - loss: 0.3474 Epoch 26/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8403 - loss: 0.3414 Epoch 27/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8511 - loss: 0.3136 Epoch 28/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8530 - loss: 0.3242 Epoch 29/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8409 - loss: 0.3466 Epoch 30/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8444 - loss: 0.3372 Epoch 31/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8416 - loss: 0.3356 Epoch 32/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8339 - loss: 0.3475 Epoch 33/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8381 - loss: 0.3335 Epoch 34/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8499 - loss: 0.3291 Epoch 35/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8344 - loss: 0.3428 Epoch 36/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8367 - loss: 0.3415 Epoch 37/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8481 - loss: 0.3161 Epoch 38/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8378 - loss: 0.3396 Epoch 39/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8425 - loss: 0.3300 Epoch 40/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8415 - loss: 0.3316 Epoch 41/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8463 - loss: 0.3269 Epoch 42/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8407 - loss: 0.3384 Epoch 43/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8513 - loss: 0.3233 Epoch 44/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8402 - loss: 0.3348 Epoch 45/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8470 - loss: 0.3266 Epoch 46/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8324 - loss: 0.3378 Epoch 47/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8402 - loss: 0.3327 Epoch 48/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8362 - loss: 0.3291 Epoch 49/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8520 - loss: 0.3162 Epoch 50/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8400 - loss: 0.3240 Epoch 51/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8478 - loss: 0.3193 Epoch 52/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8399 - loss: 0.3197 Epoch 53/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8372 - loss: 0.3277 Epoch 54/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8540 - loss: 0.3133 Epoch 55/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8452 - loss: 0.3186 Epoch 56/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8452 - loss: 0.3141 Epoch 57/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8401 - loss: 0.3347 Epoch 58/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8516 - loss: 0.3098 Epoch 59/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8474 - loss: 0.3221 Epoch 60/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8388 - loss: 0.3345 Epoch 61/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8575 - loss: 0.3116 Epoch 62/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8498 - loss: 0.3195 Epoch 63/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8367 - loss: 0.3355 Epoch 64/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8601 - loss: 0.3043 Epoch 65/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8490 - loss: 0.3207 Epoch 66/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8486 - loss: 0.3127 Epoch 67/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8355 - loss: 0.3309 Epoch 68/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8487 - loss: 0.3243 Epoch 69/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8491 - loss: 0.3150 Epoch 70/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8502 - loss: 0.3091 Epoch 71/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8368 - loss: 0.3326 Epoch 72/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8583 - loss: 0.3125 Epoch 73/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8536 - loss: 0.3090 Epoch 74/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8435 - loss: 0.3151 Epoch 75/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8515 - loss: 0.3136 Epoch 76/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8487 - loss: 0.3245 Epoch 77/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8532 - loss: 0.3016 Epoch 78/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8514 - loss: 0.3157 Epoch 79/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8420 - loss: 0.3215 Epoch 80/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8446 - loss: 0.3145 Epoch 81/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8529 - loss: 0.3067 Epoch 82/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8474 - loss: 0.3234 Epoch 83/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8503 - loss: 0.3056 Epoch 84/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8469 - loss: 0.3148 Epoch 85/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8422 - loss: 0.3224 Epoch 86/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8376 - loss: 0.3258 Epoch 87/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8562 - loss: 0.2994 Epoch 88/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8564 - loss: 0.3090 Epoch 89/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8461 - loss: 0.3066 Epoch 90/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8476 - loss: 0.3076 Epoch 91/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8467 - loss: 0.3161 Epoch 92/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8474 - loss: 0.3262 Epoch 93/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8568 - loss: 0.3007 Epoch 94/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8487 - loss: 0.3173 Epoch 95/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8440 - loss: 0.3267 Epoch 96/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8434 - loss: 0.3076 Epoch 97/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8544 - loss: 0.3131 Epoch 98/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8466 - loss: 0.3093 Epoch 99/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8449 - loss: 0.3072 Epoch 100/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8629 - loss: 0.2938 Epoch 101/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8437 - loss: 0.3209 Epoch 102/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8509 - loss: 0.3096 Epoch 103/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8541 - loss: 0.3085 Epoch 104/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8380 - loss: 0.3247 Epoch 105/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8545 - loss: 0.3058 Epoch 106/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8567 - loss: 0.3000 Epoch 107/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8542 - loss: 0.2910 Epoch 108/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8622 - loss: 0.2869 Epoch 109/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8607 - loss: 0.2986 Epoch 110/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8568 - loss: 0.3053 Epoch 111/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8603 - loss: 0.3025 Epoch 112/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8582 - loss: 0.2984 Epoch 113/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8554 - loss: 0.3074 Epoch 114/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8511 - loss: 0.3152 Epoch 115/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8473 - loss: 0.3055 Epoch 116/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8572 - loss: 0.3098 Epoch 117/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8520 - loss: 0.3202 Epoch 118/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8565 - loss: 0.3117 Epoch 119/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8576 - loss: 0.3116 Epoch 120/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8619 - loss: 0.2991 Epoch 121/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8515 - loss: 0.2981 Epoch 122/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8557 - loss: 0.3055 Epoch 123/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8542 - loss: 0.2990 Epoch 124/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8614 - loss: 0.2940 Epoch 125/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8579 - loss: 0.3038 Epoch 126/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8535 - loss: 0.2961 Epoch 127/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8594 - loss: 0.2993 Epoch 128/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8554 - loss: 0.3065 Epoch 129/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8565 - loss: 0.2968 Epoch 130/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8547 - loss: 0.3061 Epoch 131/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8463 - loss: 0.3119 Epoch 132/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8573 - loss: 0.2942 Epoch 133/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8570 - loss: 0.2968 Epoch 134/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8633 - loss: 0.2952 Epoch 135/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8571 - loss: 0.3023 Epoch 136/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8473 - loss: 0.3034 Epoch 137/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8557 - loss: 0.2946 Epoch 138/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8517 - loss: 0.3139 Epoch 139/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8495 - loss: 0.3089 Epoch 140/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8686 - loss: 0.2917 Epoch 141/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8501 - loss: 0.2997 Epoch 142/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8595 - loss: 0.3017 Epoch 143/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8468 - loss: 0.3185 Epoch 144/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8529 - loss: 0.3168 Epoch 145/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8485 - loss: 0.3164 Epoch 146/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8564 - loss: 0.2978 Epoch 147/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8571 - loss: 0.2941 Epoch 148/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8586 - loss: 0.2927 Epoch 149/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8628 - loss: 0.2872 Epoch 150/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8606 - loss: 0.2909 Epoch 151/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8558 - loss: 0.3056 Epoch 152/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8625 - loss: 0.2930 Epoch 153/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8497 - loss: 0.3037 Epoch 154/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8435 - loss: 0.3070 Epoch 155/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8601 - loss: 0.2947 Epoch 156/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8572 - loss: 0.2955 Epoch 157/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8605 - loss: 0.2882 Epoch 158/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8621 - loss: 0.2921 Epoch 159/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8516 - loss: 0.3040 Epoch 160/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8592 - loss: 0.3030 Epoch 161/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8644 - loss: 0.2787 Epoch 162/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8544 - loss: 0.2972 Epoch 163/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8578 - loss: 0.2991 Epoch 164/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8534 - loss: 0.3007 Epoch 165/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8538 - loss: 0.3089 Epoch 166/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8610 - loss: 0.2948 Epoch 167/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8498 - loss: 0.3084 Epoch 168/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8559 - loss: 0.2987 Epoch 169/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8605 - loss: 0.2956 Epoch 170/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8627 - loss: 0.2891 Epoch 171/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8556 - loss: 0.2972 Epoch 172/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8686 - loss: 0.2926 Epoch 173/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8497 - loss: 0.2957 Epoch 174/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8778 - loss: 0.2843 Epoch 175/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8658 - loss: 0.2873 Epoch 176/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8590 - loss: 0.2913 Epoch 177/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8543 - loss: 0.2895 Epoch 178/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8645 - loss: 0.2825 Epoch 179/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8574 - loss: 0.2888 Epoch 180/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8604 - loss: 0.2915 Epoch 181/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8609 - loss: 0.2904 Epoch 182/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8550 - loss: 0.2919 Epoch 183/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8475 - loss: 0.3090 Epoch 184/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8524 - loss: 0.2997 Epoch 185/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8540 - loss: 0.2900 Epoch 186/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8500 - loss: 0.3083 Epoch 187/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8499 - loss: 0.3070 Epoch 188/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8613 - loss: 0.2871 Epoch 189/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8672 - loss: 0.2870 Epoch 190/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8699 - loss: 0.2875 Epoch 191/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8593 - loss: 0.3003 Epoch 192/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8606 - loss: 0.2977 Epoch 193/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8719 - loss: 0.2796 Epoch 194/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8692 - loss: 0.2712 Epoch 195/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8578 - loss: 0.2983 Epoch 196/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8612 - loss: 0.2814 Epoch 197/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8616 - loss: 0.2889 Epoch 198/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8611 - loss: 0.2951 Epoch 199/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8588 - loss: 0.2916 Epoch 200/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8690 - loss: 0.2841 Epoch 201/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8551 - loss: 0.2919 Epoch 202/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8598 - loss: 0.2943 Epoch 203/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8693 - loss: 0.2808 Epoch 204/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8582 - loss: 0.3001 Epoch 205/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8613 - loss: 0.2890 Epoch 206/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8532 - loss: 0.2902 Epoch 207/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8587 - loss: 0.2896 Epoch 208/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8657 - loss: 0.2868 Epoch 209/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8656 - loss: 0.2854 Epoch 210/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 986us/step - accuracy: 0.8642 - loss: 0.2843 Epoch 211/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8673 - loss: 0.2814 Epoch 212/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8614 - loss: 0.2840 Epoch 213/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8570 - loss: 0.3008 Epoch 214/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8657 - loss: 0.2772 Epoch 215/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8523 - loss: 0.2971 Epoch 216/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8591 - loss: 0.2852 Epoch 217/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8739 - loss: 0.2735 Epoch 218/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8578 - loss: 0.2950 Epoch 219/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8674 - loss: 0.2706 Epoch 220/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8723 - loss: 0.2819 Epoch 221/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8631 - loss: 0.2818 Epoch 222/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8706 - loss: 0.2711 Epoch 223/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8633 - loss: 0.2879 Epoch 224/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8663 - loss: 0.2813 Epoch 225/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8666 - loss: 0.2728 Epoch 226/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8733 - loss: 0.2783 Epoch 227/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8613 - loss: 0.2962 Epoch 228/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8696 - loss: 0.2783 Epoch 229/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8641 - loss: 0.2787 Epoch 230/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8634 - loss: 0.2864 Epoch 231/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8587 - loss: 0.2868 Epoch 232/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8616 - loss: 0.2733 Epoch 233/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8697 - loss: 0.2734 Epoch 234/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8638 - loss: 0.2808 Epoch 235/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8677 - loss: 0.2771 Epoch 236/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8713 - loss: 0.2656 Epoch 237/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8676 - loss: 0.2806 Epoch 238/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8647 - loss: 0.2991 Epoch 239/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8563 - loss: 0.2952 Epoch 240/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8652 - loss: 0.2780 Epoch 241/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8612 - loss: 0.2875 Epoch 242/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8623 - loss: 0.2905 Epoch 243/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8673 - loss: 0.2823 Epoch 244/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8637 - loss: 0.2809 Epoch 245/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8671 - loss: 0.2740 Epoch 246/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8705 - loss: 0.2837 Epoch 247/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8589 - loss: 0.2966 Epoch 248/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8620 - loss: 0.2912 Epoch 249/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8603 - loss: 0.2903 Epoch 250/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8615 - loss: 0.2864 Epoch 251/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8628 - loss: 0.2837 Epoch 252/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8704 - loss: 0.2825 Epoch 253/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8633 - loss: 0.2864 Epoch 254/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8742 - loss: 0.2682 Epoch 255/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8711 - loss: 0.2856 Epoch 256/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8565 - loss: 0.2814 Epoch 257/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8631 - loss: 0.2832 Epoch 258/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8744 - loss: 0.2713 Epoch 259/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8643 - loss: 0.2821 Epoch 260/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8701 - loss: 0.2817 Epoch 261/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8692 - loss: 0.2837 Epoch 262/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8658 - loss: 0.2880 Epoch 263/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8716 - loss: 0.2738 Epoch 264/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8682 - loss: 0.2702 Epoch 265/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8674 - loss: 0.2873 Epoch 266/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2670 Epoch 267/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8729 - loss: 0.2724 Epoch 268/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8698 - loss: 0.2690 Epoch 269/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8713 - loss: 0.2728 Epoch 270/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8660 - loss: 0.2810 Epoch 271/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8613 - loss: 0.2888 Epoch 272/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8537 - loss: 0.2958 Epoch 273/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8706 - loss: 0.2789 Epoch 274/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8669 - loss: 0.2820 Epoch 275/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8706 - loss: 0.2668 Epoch 276/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8726 - loss: 0.2791 Epoch 277/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8702 - loss: 0.2796 Epoch 278/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8625 - loss: 0.2739 Epoch 279/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8802 - loss: 0.2638 Epoch 280/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8714 - loss: 0.2738 Epoch 281/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8780 - loss: 0.2571 Epoch 282/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8690 - loss: 0.2718 Epoch 283/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8729 - loss: 0.2684 Epoch 284/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8724 - loss: 0.2795 Epoch 285/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8651 - loss: 0.2680 Epoch 286/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8662 - loss: 0.2791 Epoch 287/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8711 - loss: 0.2735 Epoch 288/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8686 - loss: 0.2634 Epoch 289/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8683 - loss: 0.2679 Epoch 290/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8631 - loss: 0.2729 Epoch 291/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8718 - loss: 0.2905 Epoch 292/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8692 - loss: 0.2706 Epoch 293/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8667 - loss: 0.2725 Epoch 294/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8633 - loss: 0.2732 Epoch 295/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8755 - loss: 0.2675 Epoch 296/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8736 - loss: 0.2721 Epoch 297/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8630 - loss: 0.2812 Epoch 298/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8655 - loss: 0.2872 Epoch 299/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8699 - loss: 0.2819 Epoch 300/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8679 - loss: 0.2700 Epoch 301/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8755 - loss: 0.2702 Epoch 302/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8741 - loss: 0.2722 Epoch 303/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8705 - loss: 0.2742 Epoch 304/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8645 - loss: 0.2687 Epoch 305/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8751 - loss: 0.2664 Epoch 306/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8668 - loss: 0.2734 Epoch 307/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8710 - loss: 0.2634 Epoch 308/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8759 - loss: 0.2682 Epoch 309/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8694 - loss: 0.2718 Epoch 310/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8813 - loss: 0.2603 Epoch 311/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8739 - loss: 0.2689 Epoch 312/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8779 - loss: 0.2695 Epoch 313/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8714 - loss: 0.2667 Epoch 314/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8729 - loss: 0.2610 Epoch 315/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8766 - loss: 0.2653 Epoch 316/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8776 - loss: 0.2672 Epoch 317/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8703 - loss: 0.2772 Epoch 318/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8700 - loss: 0.2703 Epoch 319/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8813 - loss: 0.2646 Epoch 320/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8764 - loss: 0.2768 Epoch 321/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8715 - loss: 0.2620 Epoch 322/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8687 - loss: 0.2783 Epoch 323/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8737 - loss: 0.2675 Epoch 324/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8746 - loss: 0.2582 Epoch 325/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8759 - loss: 0.2623 Epoch 326/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8774 - loss: 0.2665 Epoch 327/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8835 - loss: 0.2557 Epoch 328/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8723 - loss: 0.2691 Epoch 329/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8746 - loss: 0.2581 Epoch 330/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8656 - loss: 0.2737 Epoch 331/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8731 - loss: 0.2732 Epoch 332/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8831 - loss: 0.2608 Epoch 333/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8725 - loss: 0.2679 Epoch 334/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8734 - loss: 0.2788 Epoch 335/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8723 - loss: 0.2658 Epoch 336/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8710 - loss: 0.2573 Epoch 337/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8774 - loss: 0.2627 Epoch 338/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8683 - loss: 0.2732 Epoch 339/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8759 - loss: 0.2642 Epoch 340/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8816 - loss: 0.2588 Epoch 341/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8638 - loss: 0.2849 Epoch 342/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8675 - loss: 0.2674 Epoch 343/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8735 - loss: 0.2621 Epoch 344/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8806 - loss: 0.2651 Epoch 345/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8830 - loss: 0.2551 Epoch 346/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8779 - loss: 0.2643 Epoch 347/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8877 - loss: 0.2617 Epoch 348/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8769 - loss: 0.2642 Epoch 349/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8843 - loss: 0.2558 Epoch 350/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8765 - loss: 0.2680 Epoch 351/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8782 - loss: 0.2559 Epoch 352/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8775 - loss: 0.2614 Epoch 353/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8700 - loss: 0.2601 Epoch 354/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8788 - loss: 0.2637 Epoch 355/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8718 - loss: 0.2741 Epoch 356/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8740 - loss: 0.2573 Epoch 357/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2496 Epoch 358/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8713 - loss: 0.2642 Epoch 359/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8727 - loss: 0.2648 Epoch 360/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8683 - loss: 0.2785 Epoch 361/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8817 - loss: 0.2515 Epoch 362/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8825 - loss: 0.2587 Epoch 363/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8649 - loss: 0.2688 Epoch 364/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8844 - loss: 0.2614 Epoch 365/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2574 Epoch 366/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8882 - loss: 0.2523 Epoch 367/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8722 - loss: 0.2651 Epoch 368/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2634 Epoch 369/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8786 - loss: 0.2583 Epoch 370/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8796 - loss: 0.2626 Epoch 371/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8827 - loss: 0.2510 Epoch 372/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8809 - loss: 0.2527 Epoch 373/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8814 - loss: 0.2602 Epoch 374/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8837 - loss: 0.2608 Epoch 375/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2638 Epoch 376/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2556 Epoch 377/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8839 - loss: 0.2513 Epoch 378/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8707 - loss: 0.2706 Epoch 379/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8745 - loss: 0.2723 Epoch 380/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8807 - loss: 0.2549 Epoch 381/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8822 - loss: 0.2559 Epoch 382/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8804 - loss: 0.2599 Epoch 383/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8833 - loss: 0.2516 Epoch 384/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8800 - loss: 0.2471 Epoch 385/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8829 - loss: 0.2599 Epoch 386/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8815 - loss: 0.2526 Epoch 387/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8837 - loss: 0.2557 Epoch 388/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8693 - loss: 0.2705 Epoch 389/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8753 - loss: 0.2700 Epoch 390/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8824 - loss: 0.2536 Epoch 391/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8877 - loss: 0.2482 Epoch 392/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2569 Epoch 393/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8788 - loss: 0.2548 Epoch 394/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8726 - loss: 0.2619 Epoch 395/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8782 - loss: 0.2666 Epoch 396/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8858 - loss: 0.2470 Epoch 397/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8795 - loss: 0.2660 Epoch 398/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8799 - loss: 0.2587 Epoch 399/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8812 - loss: 0.2598 Epoch 400/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8813 - loss: 0.2607 Epoch 401/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8890 - loss: 0.2453 Epoch 402/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8773 - loss: 0.2575 Epoch 403/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8810 - loss: 0.2588 Epoch 404/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2648 Epoch 405/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8786 - loss: 0.2600 Epoch 406/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8771 - loss: 0.2587 Epoch 407/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8849 - loss: 0.2523 Epoch 408/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8861 - loss: 0.2483 Epoch 409/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8861 - loss: 0.2472 Epoch 410/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8846 - loss: 0.2535 Epoch 411/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8740 - loss: 0.2671 Epoch 412/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8887 - loss: 0.2559 Epoch 413/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8732 - loss: 0.2618 Epoch 414/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8910 - loss: 0.2500 Epoch 415/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8854 - loss: 0.2481 Epoch 416/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8774 - loss: 0.2669 Epoch 417/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8752 - loss: 0.2669 Epoch 418/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8863 - loss: 0.2388 Epoch 419/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8929 - loss: 0.2527 Epoch 420/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8780 - loss: 0.2643 Epoch 421/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8897 - loss: 0.2465 Epoch 422/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8824 - loss: 0.2582 Epoch 423/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2459 Epoch 424/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8848 - loss: 0.2537 Epoch 425/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8829 - loss: 0.2559 Epoch 426/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8815 - loss: 0.2489 Epoch 427/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8810 - loss: 0.2613 Epoch 428/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8845 - loss: 0.2498 Epoch 429/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8798 - loss: 0.2586 Epoch 430/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8756 - loss: 0.2599 Epoch 431/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8935 - loss: 0.2508 Epoch 432/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8761 - loss: 0.2531 Epoch 433/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8836 - loss: 0.2636 Epoch 434/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8797 - loss: 0.2561 Epoch 435/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8820 - loss: 0.2563 Epoch 436/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8854 - loss: 0.2510 Epoch 437/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8843 - loss: 0.2415 Epoch 438/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8806 - loss: 0.2431 Epoch 439/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8836 - loss: 0.2504 Epoch 440/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8880 - loss: 0.2503 Epoch 441/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8763 - loss: 0.2590 Epoch 442/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8823 - loss: 0.2440 Epoch 443/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8891 - loss: 0.2471 Epoch 444/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8798 - loss: 0.2562 Epoch 445/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8805 - loss: 0.2552 Epoch 446/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8831 - loss: 0.2481 Epoch 447/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8880 - loss: 0.2516 Epoch 448/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8783 - loss: 0.2596 Epoch 449/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8882 - loss: 0.2431 Epoch 450/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8795 - loss: 0.2507 Epoch 451/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8865 - loss: 0.2536 Epoch 452/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8870 - loss: 0.2425 Epoch 453/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8918 - loss: 0.2504 Epoch 454/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8822 - loss: 0.2532 Epoch 455/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8829 - loss: 0.2525 Epoch 456/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2391 Epoch 457/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8803 - loss: 0.2622 Epoch 458/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8879 - loss: 0.2479 Epoch 459/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8879 - loss: 0.2466 Epoch 460/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8814 - loss: 0.2547 Epoch 461/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8810 - loss: 0.2566 Epoch 462/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8777 - loss: 0.2542 Epoch 463/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8828 - loss: 0.2537 Epoch 464/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8826 - loss: 0.2567 Epoch 465/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8798 - loss: 0.2523 Epoch 466/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8812 - loss: 0.2473 Epoch 467/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2548 Epoch 468/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8907 - loss: 0.2446 Epoch 469/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8892 - loss: 0.2496 Epoch 470/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8686 - loss: 0.2683 Epoch 471/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8912 - loss: 0.2361 Epoch 472/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8890 - loss: 0.2378 Epoch 473/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8849 - loss: 0.2534 Epoch 474/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8839 - loss: 0.2516 Epoch 475/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8709 - loss: 0.2646 Epoch 476/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2433 Epoch 477/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8847 - loss: 0.2500 Epoch 478/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8774 - loss: 0.2502 Epoch 479/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8866 - loss: 0.2476 Epoch 480/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8923 - loss: 0.2460 Epoch 481/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2449 Epoch 482/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8923 - loss: 0.2444 Epoch 483/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8905 - loss: 0.2471 Epoch 484/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8840 - loss: 0.2348 Epoch 485/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8906 - loss: 0.2397 Epoch 486/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8945 - loss: 0.2377 Epoch 487/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8840 - loss: 0.2553 Epoch 488/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8829 - loss: 0.2497 Epoch 489/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8749 - loss: 0.2560 Epoch 490/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8895 - loss: 0.2470 Epoch 491/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8851 - loss: 0.2517 Epoch 492/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8835 - loss: 0.2426 Epoch 493/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8806 - loss: 0.2518 Epoch 494/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8773 - loss: 0.2573 Epoch 495/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8864 - loss: 0.2450 Epoch 496/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8980 - loss: 0.2340 Epoch 497/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8781 - loss: 0.2663 Epoch 498/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8691 - loss: 0.2646 Epoch 499/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8878 - loss: 0.2474 Epoch 500/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8843 - loss: 0.2410 Epoch 501/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8801 - loss: 0.2530 Epoch 502/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8985 - loss: 0.2335 Epoch 503/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8921 - loss: 0.2489 Epoch 504/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8781 - loss: 0.2466 Epoch 505/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8739 - loss: 0.2654 Epoch 506/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2407 Epoch 507/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8891 - loss: 0.2453 Epoch 508/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8852 - loss: 0.2431 Epoch 509/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8918 - loss: 0.2398 Epoch 510/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8940 - loss: 0.2393 Epoch 511/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8719 - loss: 0.2571 Epoch 512/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8897 - loss: 0.2403 Epoch 513/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8817 - loss: 0.2615 Epoch 514/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8847 - loss: 0.2575 Epoch 515/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8890 - loss: 0.2497 Epoch 516/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8851 - loss: 0.2479 Epoch 517/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8850 - loss: 0.2567 Epoch 518/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8859 - loss: 0.2513 Epoch 519/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8893 - loss: 0.2391 Epoch 520/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8973 - loss: 0.2306 Epoch 521/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8943 - loss: 0.2351 Epoch 522/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8837 - loss: 0.2521 Epoch 523/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8802 - loss: 0.2487 Epoch 524/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8839 - loss: 0.2602 Epoch 525/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8889 - loss: 0.2506 Epoch 526/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8808 - loss: 0.2608 Epoch 527/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8824 - loss: 0.2448 Epoch 528/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8879 - loss: 0.2477 Epoch 529/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8864 - loss: 0.2415 Epoch 530/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8921 - loss: 0.2380 Epoch 531/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8816 - loss: 0.2365 Epoch 532/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8903 - loss: 0.2423 Epoch 533/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8867 - loss: 0.2529 Epoch 534/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8955 - loss: 0.2332 Epoch 535/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8899 - loss: 0.2354 Epoch 536/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8915 - loss: 0.2405 Epoch 537/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8920 - loss: 0.2397 Epoch 538/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8810 - loss: 0.2468 Epoch 539/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2473 Epoch 540/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8905 - loss: 0.2410 Epoch 541/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8861 - loss: 0.2502 Epoch 542/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8866 - loss: 0.2404 Epoch 543/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8903 - loss: 0.2401 Epoch 544/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8841 - loss: 0.2569 Epoch 545/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8854 - loss: 0.2513 Epoch 546/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8834 - loss: 0.2502 Epoch 547/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2409 Epoch 548/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8790 - loss: 0.2584 Epoch 549/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8910 - loss: 0.2360 Epoch 550/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2437 Epoch 551/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8940 - loss: 0.2464 Epoch 552/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8878 - loss: 0.2380 Epoch 553/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8807 - loss: 0.2544 Epoch 554/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8946 - loss: 0.2313 Epoch 555/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8920 - loss: 0.2380 Epoch 556/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2485 Epoch 557/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8922 - loss: 0.2390 Epoch 558/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8926 - loss: 0.2333 Epoch 559/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8898 - loss: 0.2459 Epoch 560/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8933 - loss: 0.2416 Epoch 561/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8968 - loss: 0.2395 Epoch 562/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8853 - loss: 0.2522 Epoch 563/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8893 - loss: 0.2423 Epoch 564/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8882 - loss: 0.2368 Epoch 565/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2346 Epoch 566/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8754 - loss: 0.2572 Epoch 567/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8944 - loss: 0.2394 Epoch 568/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8935 - loss: 0.2367 Epoch 569/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8895 - loss: 0.2390 Epoch 570/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8835 - loss: 0.2448 Epoch 571/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8830 - loss: 0.2550 Epoch 572/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8947 - loss: 0.2400 Epoch 573/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8760 - loss: 0.2543 Epoch 574/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8979 - loss: 0.2271 Epoch 575/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8851 - loss: 0.2536 Epoch 576/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8977 - loss: 0.2255 Epoch 577/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8997 - loss: 0.2310 Epoch 578/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8976 - loss: 0.2383 Epoch 579/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8866 - loss: 0.2425 Epoch 580/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8838 - loss: 0.2504 Epoch 581/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8897 - loss: 0.2439 Epoch 582/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8888 - loss: 0.2438 Epoch 583/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8878 - loss: 0.2466 Epoch 584/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8847 - loss: 0.2498 Epoch 585/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8901 - loss: 0.2305 Epoch 586/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8871 - loss: 0.2413 Epoch 587/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8816 - loss: 0.2471 Epoch 588/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2365 Epoch 589/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8956 - loss: 0.2299 Epoch 590/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8871 - loss: 0.2456 Epoch 591/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8879 - loss: 0.2438 Epoch 592/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8954 - loss: 0.2402 Epoch 593/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8949 - loss: 0.2404 Epoch 594/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8901 - loss: 0.2360 Epoch 595/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8961 - loss: 0.2429 Epoch 596/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8891 - loss: 0.2475 Epoch 597/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8875 - loss: 0.2399 Epoch 598/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8859 - loss: 0.2393 Epoch 599/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8924 - loss: 0.2375 Epoch 600/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8916 - loss: 0.2432 Epoch 601/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8799 - loss: 0.2497 Epoch 602/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8951 - loss: 0.2315 Epoch 603/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8935 - loss: 0.2425 Epoch 604/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8850 - loss: 0.2422 Epoch 605/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8830 - loss: 0.2532 Epoch 606/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8845 - loss: 0.2440 Epoch 607/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8859 - loss: 0.2582 Epoch 608/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8903 - loss: 0.2432 Epoch 609/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8926 - loss: 0.2374 Epoch 610/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8948 - loss: 0.2319 Epoch 611/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8913 - loss: 0.2295 Epoch 612/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8909 - loss: 0.2418 Epoch 613/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2466 Epoch 614/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8960 - loss: 0.2229 Epoch 615/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8773 - loss: 0.2574 Epoch 616/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8937 - loss: 0.2406 Epoch 617/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8807 - loss: 0.2498 Epoch 618/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8892 - loss: 0.2401 Epoch 619/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8829 - loss: 0.2497 Epoch 620/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8866 - loss: 0.2463 Epoch 621/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8872 - loss: 0.2468 Epoch 622/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8871 - loss: 0.2413 Epoch 623/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8880 - loss: 0.2474 Epoch 624/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8925 - loss: 0.2315 Epoch 625/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8833 - loss: 0.2490 Epoch 626/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8889 - loss: 0.2390 Epoch 627/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8834 - loss: 0.2425 Epoch 628/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8918 - loss: 0.2327 Epoch 629/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8948 - loss: 0.2324 Epoch 630/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8906 - loss: 0.2470 Epoch 631/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8815 - loss: 0.2469 Epoch 632/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8954 - loss: 0.2241 Epoch 633/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8869 - loss: 0.2518 Epoch 634/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8845 - loss: 0.2403 Epoch 635/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8909 - loss: 0.2325 Epoch 636/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8961 - loss: 0.2332 Epoch 637/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8917 - loss: 0.2449 Epoch 638/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8954 - loss: 0.2505 Epoch 639/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8972 - loss: 0.2268 Epoch 640/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8952 - loss: 0.2298 Epoch 641/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8946 - loss: 0.2333 Epoch 642/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8843 - loss: 0.2484 Epoch 643/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8916 - loss: 0.2338 Epoch 644/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8830 - loss: 0.2417 Epoch 645/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2385 Epoch 646/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8882 - loss: 0.2393 Epoch 647/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8758 - loss: 0.2530 Epoch 648/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8906 - loss: 0.2455 Epoch 649/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8852 - loss: 0.2473 Epoch 650/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8951 - loss: 0.2338 Epoch 651/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8776 - loss: 0.2616 Epoch 652/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8917 - loss: 0.2405 Epoch 653/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8861 - loss: 0.2466 Epoch 654/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8958 - loss: 0.2322 Epoch 655/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8871 - loss: 0.2549 Epoch 656/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8920 - loss: 0.2325 Epoch 657/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8904 - loss: 0.2427 Epoch 658/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8898 - loss: 0.2330 Epoch 659/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8927 - loss: 0.2359 Epoch 660/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8901 - loss: 0.2481 Epoch 661/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8883 - loss: 0.2409 Epoch 662/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8955 - loss: 0.2316 Epoch 663/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8832 - loss: 0.2508 Epoch 664/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8893 - loss: 0.2317 Epoch 665/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8818 - loss: 0.2535 Epoch 666/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8932 - loss: 0.2393 Epoch 667/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8859 - loss: 0.2336 Epoch 668/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8809 - loss: 0.2354 Epoch 669/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8937 - loss: 0.2317 Epoch 670/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8966 - loss: 0.2336 Epoch 671/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8906 - loss: 0.2355 Epoch 672/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8716 - loss: 0.2524 Epoch 673/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.9028 - loss: 0.2276 Epoch 674/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2408 Epoch 675/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8875 - loss: 0.2389 Epoch 676/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8885 - loss: 0.2330 Epoch 677/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8823 - loss: 0.2487 Epoch 678/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2396 Epoch 679/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8896 - loss: 0.2328 Epoch 680/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8838 - loss: 0.2495 Epoch 681/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8889 - loss: 0.2483 Epoch 682/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8835 - loss: 0.2475 Epoch 683/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8942 - loss: 0.2353 Epoch 684/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8974 - loss: 0.2279 Epoch 685/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8902 - loss: 0.2402 Epoch 686/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8934 - loss: 0.2363 Epoch 687/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8878 - loss: 0.2367 Epoch 688/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8951 - loss: 0.2342 Epoch 689/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8849 - loss: 0.2468 Epoch 690/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8869 - loss: 0.2454 Epoch 691/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2492 Epoch 692/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8948 - loss: 0.2190 Epoch 693/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8871 - loss: 0.2455 Epoch 694/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8953 - loss: 0.2351 Epoch 695/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2296 Epoch 696/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8847 - loss: 0.2336 Epoch 697/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8799 - loss: 0.2452 Epoch 698/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8819 - loss: 0.2603 Epoch 699/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8855 - loss: 0.2395 Epoch 700/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8876 - loss: 0.2303 Epoch 701/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8857 - loss: 0.2425 Epoch 702/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8907 - loss: 0.2286 Epoch 703/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8912 - loss: 0.2389 Epoch 704/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8866 - loss: 0.2357 Epoch 705/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8930 - loss: 0.2367 Epoch 706/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8895 - loss: 0.2369 Epoch 707/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8923 - loss: 0.2471 Epoch 708/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8830 - loss: 0.2526 Epoch 709/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8897 - loss: 0.2284 Epoch 710/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8933 - loss: 0.2267 Epoch 711/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8944 - loss: 0.2289 Epoch 712/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8883 - loss: 0.2446 Epoch 713/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8864 - loss: 0.2498 Epoch 714/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8880 - loss: 0.2301 Epoch 715/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8886 - loss: 0.2319 Epoch 716/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.9005 - loss: 0.2284 Epoch 717/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8857 - loss: 0.2438 Epoch 718/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8907 - loss: 0.2456 Epoch 719/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8936 - loss: 0.2349 Epoch 720/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8917 - loss: 0.2382 Epoch 721/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8923 - loss: 0.2404 Epoch 722/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8987 - loss: 0.2333 Epoch 723/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8864 - loss: 0.2379 Epoch 724/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.9005 - loss: 0.2272 Epoch 725/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8974 - loss: 0.2281 Epoch 726/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8994 - loss: 0.2246 Epoch 727/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8922 - loss: 0.2453 Epoch 728/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8928 - loss: 0.2318 Epoch 729/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8931 - loss: 0.2314 Epoch 730/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8994 - loss: 0.2265 Epoch 731/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8875 - loss: 0.2363 Epoch 732/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8860 - loss: 0.2472 Epoch 733/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8832 - loss: 0.2545 Epoch 734/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8960 - loss: 0.2216 Epoch 735/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8908 - loss: 0.2317 Epoch 736/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8870 - loss: 0.2403 Epoch 737/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8945 - loss: 0.2284 Epoch 738/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8895 - loss: 0.2460 Epoch 739/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8893 - loss: 0.2374 Epoch 740/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8928 - loss: 0.2332 Epoch 741/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8948 - loss: 0.2419 Epoch 742/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8880 - loss: 0.2287 Epoch 743/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8944 - loss: 0.2268 Epoch 744/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8929 - loss: 0.2364 Epoch 745/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8881 - loss: 0.2441 Epoch 746/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8816 - loss: 0.2543 Epoch 747/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8923 - loss: 0.2326 Epoch 748/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8840 - loss: 0.2369 Epoch 749/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8841 - loss: 0.2527 Epoch 750/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8888 - loss: 0.2355 Epoch 751/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8889 - loss: 0.2423 Epoch 752/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8939 - loss: 0.2311 Epoch 753/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2596 Epoch 754/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8891 - loss: 0.2410 Epoch 755/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8919 - loss: 0.2288 Epoch 756/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8856 - loss: 0.2322 Epoch 757/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8924 - loss: 0.2427 Epoch 758/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8883 - loss: 0.2500 Epoch 759/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8913 - loss: 0.2316 Epoch 760/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8865 - loss: 0.2342 Epoch 761/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8869 - loss: 0.2367 Epoch 762/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8889 - loss: 0.2422 Epoch 763/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8849 - loss: 0.2427 Epoch 764/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8792 - loss: 0.2504 Epoch 765/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8952 - loss: 0.2307 Epoch 766/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8938 - loss: 0.2360 Epoch 767/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8952 - loss: 0.2308 Epoch 768/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8970 - loss: 0.2313 Epoch 769/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8842 - loss: 0.2403 Epoch 770/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8960 - loss: 0.2343 Epoch 771/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8928 - loss: 0.2323 Epoch 772/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8895 - loss: 0.2313 Epoch 773/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8937 - loss: 0.2388 Epoch 774/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8957 - loss: 0.2234 Epoch 775/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8954 - loss: 0.2334 Epoch 776/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8789 - loss: 0.2461 Epoch 777/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8940 - loss: 0.2269 Epoch 778/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8878 - loss: 0.2434 Epoch 779/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8933 - loss: 0.2246 Epoch 780/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8809 - loss: 0.2344 Epoch 781/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8929 - loss: 0.2342 Epoch 782/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8915 - loss: 0.2405 Epoch 783/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8981 - loss: 0.2280 Epoch 784/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8936 - loss: 0.2460 Epoch 785/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8863 - loss: 0.2397 Epoch 786/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8905 - loss: 0.2333 Epoch 787/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8907 - loss: 0.2298 Epoch 788/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 2ms/step - accuracy: 0.8939 - loss: 0.2279 Epoch 789/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 2s 1ms/step - accuracy: 0.8889 - loss: 0.2448 Epoch 790/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8763 - loss: 0.2685 Epoch 791/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8844 - loss: 0.2358 Epoch 792/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8953 - loss: 0.2272 Epoch 793/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8935 - loss: 0.2377 Epoch 794/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8936 - loss: 0.2368 Epoch 795/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8896 - loss: 0.2279 Epoch 796/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8792 - loss: 0.2434 Epoch 797/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8874 - loss: 0.2382 Epoch 798/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8867 - loss: 0.2464 Epoch 799/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8854 - loss: 0.2411 Epoch 800/800 1000/1000 ━━━━━━━━━━━━━━━━━━━━ 1s 1ms/step - accuracy: 0.8955 - loss: 0.2287
<keras.src.callbacks.history.History at 0x2659d281310>
scores = model.evaluate(XX, yy)
scores, model.metrics_names
125/125 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - accuracy: 0.8846 - loss: 0.2301
([0.23228037357330322, 0.890250027179718], ['loss', 'compile_metrics'])
In my final run, I obtained an Accuracy of 0.8903, or 89.03%, and a Loss of 0.2323. I completed a total of 15 runs of the analysis, with #15 being a repeat of the parameters for #13 to validate the outcome. These are the parameters used in my final run:
Some observations: